diff --git a/kernel_ridge_linear_model/.~lock.global_lesson_learned_as_table.ods# b/kernel_ridge_linear_model/.~lock.global_lesson_learned_as_table.ods# new file mode 100755 index 0000000000000000000000000000000000000000..f793795da94d7f9d0cbc6604c9bdf3c2cacf08a6 --- /dev/null +++ b/kernel_ridge_linear_model/.~lock.global_lesson_learned_as_table.ods# @@ -0,0 +1 @@ +,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,12.09.2022 16:34,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4; \ No newline at end of file diff --git a/kernel_ridge_linear_model/.~lock.local_lesson_learned_as_table.ods# b/kernel_ridge_linear_model/.~lock.local_lesson_learned_as_table.ods# new file mode 100755 index 0000000000000000000000000000000000000000..caefa70045708e739c75e5c3455811405f358f4b --- /dev/null +++ b/kernel_ridge_linear_model/.~lock.local_lesson_learned_as_table.ods# @@ -0,0 +1 @@ +,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,12.09.2022 17:47,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4; \ No newline at end of file diff --git a/kernel_ridge_linear_model/best_R2_exploration_summary.csv b/kernel_ridge_linear_model/best_R2_exploration_summary.csv index 9939f84c1252267e6112c5b18d6f318e70b7f290..24f630dfe3e6b5cc1a46847c83e70635a157c924 100755 --- a/kernel_ridge_linear_model/best_R2_exploration_summary.csv +++ b/kernel_ridge_linear_model/best_R2_exploration_summary.csv @@ -247,3 +247,4 @@ samsung_galaxy_s8,samsung_galaxy_s8_format,False,False,1000,0.049940597311979425 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,0.880848461678771,10,10,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,0.880848461678771,10,10,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,0.880848461678771,10,10,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,0.9186977927112677,10,10,base_Y, diff --git a/kernel_ridge_linear_model/first_conclusions_based_on_marginal_effect_analysis.txt b/kernel_ridge_linear_model/first_conclusions_based_on_marginal_effect_analysis.txt index 0bee573f4c12032ec2242fea05987515458d51ee..bc33fd41ce525b0c52513662c430364392108dab 100755 --- a/kernel_ridge_linear_model/first_conclusions_based_on_marginal_effect_analysis.txt +++ b/kernel_ridge_linear_model/first_conclusions_based_on_marginal_effect_analysis.txt @@ -221,6 +221,7 @@ Salut Vlad, comme compte rendu d'aujourd'hui, 1 - le expés que j'ai démarré se sont interrompus à la 14 configuration à cause d'un erreur liées au powermeter. Mais avec les données actuelle le R2 score est resté autour de 0.88 + J'ai encore démarré 50 expés pour ce week-end. 2- J'ai terminé avec l'extration des lessons learned que je prévoyais extraire Aujourd'hui je me suis focalisé sur l'état des cores comme variables cible au regard des autres variables 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 08a0b8a833b1d565b629f592be248d79979bd925..c787ff8e0b3ddd571d8a222b7bea9c39f2146cf3 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/local_lesson_learned_as_table.ods b/kernel_ridge_linear_model/local_lesson_learned_as_table.ods index 6f3454d0740b32c92aec26606ca20813e1fa65d2..6bb1e00bc254227096f50829a1478f06e847349d 100755 Binary files a/kernel_ridge_linear_model/local_lesson_learned_as_table.ods and b/kernel_ridge_linear_model/local_lesson_learned_as_table.ods differ diff --git a/kernel_ridge_linear_model/log_file_for_samsung_.txt b/kernel_ridge_linear_model/log_file_for_samsung_.txt index 8d2a41c4af6bf3d981e5e25003ed9e2a6ac76968..ab5e6f026a14b6e237f102d706e3a6b98a4811d1 100755 --- a/kernel_ridge_linear_model/log_file_for_samsung_.txt +++ b/kernel_ridge_linear_model/log_file_for_samsung_.txt @@ -8,7 +8,8 @@ --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___06Sep22_09_42_02.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___07Sep22_11_04_29.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___08Sep22_11_21_57.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', '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'] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___13Sep22_11_30_53.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', '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'] --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only --- Maximum input size = -1 --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_first_results_samsung_interrupted.csv @@ -682,9 +683,154 @@ --- Processing little cores --- Processing big cores --- Result _ samsung = [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1] -*** 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], [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]] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/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] +*** 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], [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]] ---> 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], '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]} +*** 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], '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]} --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only --- Maximum input size = -1 --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_first_results_samsung_interrupted.csv @@ -694,7 +840,8 @@ --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___06Sep22_09_42_02.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___07Sep22_11_04_29.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___08Sep22_11_21_57.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, 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] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___13Sep22_11_30_53.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, 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] --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only --- Maximum input size = -1 --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_first_results_samsung_interrupted.csv @@ -704,7 +851,8 @@ --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___06Sep22_09_42_02.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___07Sep22_11_04_29.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___08Sep22_11_21_57.csv -*** Total energy : [61.00540758755291, 53.35616382684589, 53.38267358149647, 54.74622776577034, 49.41467631934382, 29.623247258891045, 36.82601141845538, 42.85376093977719, 66.44909360627778, 42.64544340651106, 50.74428137607953, 59.94594005320708, 42.05401520354165, 43.82652071469574, 67.3857084084629, 54.44253148500697, 30.299284062105812, 30.027102694886654, 29.060137396486432, 30.277288658122774, 32.51205394198035, 59.045602086542516, 66.34289826476824, 75.09852863759252, 35.59789292409111, 42.05795824330537, 48.682465076838824, 36.711179058531826, 37.40635012737015, 36.1860248822606, 42.19510352720739, 49.410116578739654, 29.957415812958512, 29.543907709942122, 29.02206558996354, 29.239529117166907, 30.059275323795035, 30.07061597004587, 30.668041259477853, 30.508250558695604, 36.78276420172299, 36.9852979298838, 36.68430426428569, 36.93355197432356, 36.46450751429702, 36.96583597689362, 36.86022362180361, 39.7073615035878, 40.0701934667281, 64.35822134376, 65.1809584910712, 29.0248902377268, 65.015157087009, 29.5448803510097, 47.6050128004243, 47.4541739001796, 45.0383665719169, 48.9191931692468, 35.4792605525655, 36.241340818491324, 43.3608751201712, 42.79271109577192, 42.80059101405426, 42.61363347008094, 42.474892742303716, 35.44774676664167, 35.40657570372512, 42.51731520413714, 50.735447078258076, 42.722378810206706, 42.016301664202444, 35.588916806469584, 37.334916995372765, 51.28077619994492, 41.829225389075674, 36.59285860316189, 36.67117347490831, 53.6166443408558, 36.31061849927073, 35.93660318178646, 48.71596839606954, 43.37670883350873, 48.8428586507307, 67.46193459835338, 43.18443043197562, 65.80063109114849, 45.44863666563364, 30.63396781022152, 65.93701913313123, 42.07381484773657, 53.84120579706395, 36.74164741869377, 59.96771726749321, 42.51302006574951, 35.39655176899871, 36.70897651674008, 65.95120166169613, 50.66357196918862, 42.90551410725298, 41.37346586900227, 35.648662348871625, 35.94259902860859, 35.41951635507749, 73.37868558375581, 34.88131927324178, 41.820066635010036, 84.88778487940925, 43.085080854083536, 43.43833566298026, 84.69065283515172, 65.99051868650201, 35.42009012551951, 35.404255909220375, 49.20594289132612, 48.301162810596125, 49.57175430186782, 38.132247384977575, 41.87227309237855, 65.10994999301121, 58.764018507515395, 50.18755172966964, 41.85807704041302, 49.7061517933472, 37.38840673928198, 59.697236073290554, 50.34000387088341, 45.78293727571249, 66.3571751425295, 48.5763010995366, 34.94046355190528, 34.65163368892841, 40.5630522502661, 34.61491775303547, 47.48626285009536, 79.26313007840331, 64.97706889442466, 64.3370683100252, 35.48607288213239, 65.30338482528335, 59.541753106093076, 43.884169684615244, 41.98663362868059, 42.07453960416718, 41.1753628489377, 36.12486526516549, 34.495214714826176, 49.81557674440745, 60.652013004669556, 36.30048338737668, 42.07329975259821, 40.84258552984255, 35.478097414979636, 41.562953026807364, 83.48428558869355, 41.16379423683102, 67.2428641168314, 41.03159908655608, 42.10385161103808, 35.10473595313148, 49.989818506242955, 57.359112207692405, 51.67993691242756, 35.26956535624208, 47.115411060327354, 35.164198939696966, 83.54140347554512] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___13Sep22_11_30_53.csv +*** Total energy : [61.00540758755291, 53.35616382684589, 53.38267358149647, 54.74622776577034, 49.41467631934382, 29.623247258891045, 36.82601141845538, 42.85376093977719, 66.44909360627778, 42.64544340651106, 50.74428137607953, 59.94594005320708, 42.05401520354165, 43.82652071469574, 67.3857084084629, 54.44253148500697, 30.299284062105812, 30.027102694886654, 29.060137396486432, 30.277288658122774, 32.51205394198035, 59.045602086542516, 66.34289826476824, 75.09852863759252, 35.59789292409111, 42.05795824330537, 48.682465076838824, 36.711179058531826, 37.40635012737015, 36.1860248822606, 42.19510352720739, 49.410116578739654, 29.957415812958512, 29.543907709942122, 29.02206558996354, 29.239529117166907, 30.059275323795035, 30.07061597004587, 30.668041259477853, 30.508250558695604, 36.78276420172299, 36.9852979298838, 36.68430426428569, 36.93355197432356, 36.46450751429702, 36.96583597689362, 36.86022362180361, 39.7073615035878, 40.0701934667281, 64.35822134376, 65.1809584910712, 29.0248902377268, 65.015157087009, 29.5448803510097, 47.6050128004243, 47.4541739001796, 45.0383665719169, 48.9191931692468, 35.4792605525655, 36.241340818491324, 43.3608751201712, 42.79271109577192, 42.80059101405426, 42.61363347008094, 42.474892742303716, 35.44774676664167, 35.40657570372512, 42.51731520413714, 50.735447078258076, 42.722378810206706, 42.016301664202444, 35.588916806469584, 37.334916995372765, 51.28077619994492, 41.829225389075674, 36.59285860316189, 36.67117347490831, 53.6166443408558, 36.31061849927073, 35.93660318178646, 48.71596839606954, 43.37670883350873, 48.8428586507307, 67.46193459835338, 43.18443043197562, 65.80063109114849, 45.44863666563364, 30.63396781022152, 65.93701913313123, 42.07381484773657, 53.84120579706395, 36.74164741869377, 59.96771726749321, 42.51302006574951, 35.39655176899871, 36.70897651674008, 65.95120166169613, 50.66357196918862, 42.90551410725298, 41.37346586900227, 35.648662348871625, 35.94259902860859, 35.41951635507749, 73.37868558375581, 34.88131927324178, 41.820066635010036, 84.88778487940925, 43.085080854083536, 43.43833566298026, 84.69065283515172, 65.99051868650201, 35.42009012551951, 35.404255909220375, 49.20594289132612, 48.301162810596125, 49.57175430186782, 38.132247384977575, 41.87227309237855, 65.10994999301121, 58.764018507515395, 50.18755172966964, 41.85807704041302, 49.7061517933472, 37.38840673928198, 59.697236073290554, 50.34000387088341, 45.78293727571249, 66.3571751425295, 48.5763010995366, 34.94046355190528, 34.65163368892841, 40.5630522502661, 34.61491775303547, 47.48626285009536, 79.26313007840331, 64.97706889442466, 64.3370683100252, 35.48607288213239, 65.30338482528335, 59.541753106093076, 43.884169684615244, 41.98663362868059, 42.07453960416718, 41.1753628489377, 36.12486526516549, 34.495214714826176, 49.81557674440745, 60.652013004669556, 36.30048338737668, 42.07329975259821, 40.84258552984255, 35.478097414979636, 41.562953026807364, 83.48428558869355, 41.16379423683102, 67.2428641168314, 41.03159908655608, 42.10385161103808, 35.10473595313148, 49.989818506242955, 57.359112207692405, 51.67993691242756, 35.26956535624208, 47.115411060327354, 35.164198939696966, 83.54140347554512, 42.75164023390624, 35.13598057141005, 35.649584213611206, 28.209089181571862, 41.82593528076137, 48.61244404745341, 73.36262541667716, 58.99281399223083, 64.17430044494624, 34.828482821374045, 41.3450979000584, 40.37867051197721, 70.26399021141525, 64.59775499830239, 40.76551455796704, 35.023609845408956, 53.486611373072236, 48.568093302538465, 51.19519895467268, 42.76899541535147, 53.14600789669191, 42.547359911496315, 58.43142458623579, 28.69675782439391, 35.98594879953233, 29.193550568943994, 43.80740929766881, 82.55859277633934, 51.28673303694986, 36.90475887640218, 49.51707772839275, 34.55029567760096, 42.79354542763764, 59.99293901124158, 35.274079340197716, 59.193870361299275] --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only --- Maximum input size = -1 --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_first_results_samsung_interrupted.csv @@ -714,8 +862,9 @@ --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___06Sep22_09_42_02.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___07Sep22_11_04_29.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___08Sep22_11_21_57.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, 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] ---- Size of X before removing aberrants points from the dataset: 166 + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___13Sep22_11_30_53.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, 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] +--- Size of X before removing aberrants points from the dataset: 202 --- 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 @@ -1212,6 +1361,114 @@ --- 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 1.00000000e+00 1.00000000e+00 1.15235518e+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 + 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 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 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 8.32792019e+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 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] + --- 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 + 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] + --- 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] + --- 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] --- 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' *** START computing ci exp matrix @@ -1219,57 +1476,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, first computation result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0303-1010' --- Neighbour 0 in the list of neghbours, And at position 0 in the X datas point @@ -1320,7 +1577,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.61491775303547 --- Workload: 122892000000.0 -------------- ---- 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 201 in the X datas point +-------------- + --- Configuration: 0303-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 2 in the X datas point -------------- --- Configuration: 0303-0100 --- Distance from that configuration: [0.76130039] @@ -1328,7 +1593,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.38267358149647 --- Workload: 371343000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 15 in the X datas point -------------- --- Configuration: 0003-1001 --- Distance from that configuration: [0.76130039] @@ -1336,7 +1601,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.44253148500697 --- Workload: 370545000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 40 in the X datas point -------------- --- Configuration: 3300-1000 --- Distance from that configuration: [0.76130039] @@ -1344,14 +1609,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.78276420172299 --- Workload: 186062000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 82 in the X datas point --------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0303-1010' --- Neighbour 0 in the list of neghbours, And at position 132 in the X datas point -------------- @@ -1377,15 +1634,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point --------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 --------------- ---- Neighbour 4 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 2 in the X datas point -------------- --- Configuration: 0303-0100 --- Distance from that configuration: [0.83375292] @@ -1393,7 +1642,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.38267358149647 --- Workload: 371343000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 77 in the X datas point -------------- --- Configuration: 0303-1000 --- Distance from that configuration: [0.83375292] @@ -1401,14 +1650,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.6166443408558 --- Workload: 371471000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point -------------- --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6806147312.252427 --- Energy: 54.44253148500697 --- Workload: 370545000000.0 -------------- +--- Neighbour 6 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 0303-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 +-------------- --- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 @@ -1434,16 +1691,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 750499000000.0 -------------- -------------- ---- 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 77 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 0303-1000 + --- Energy efficiency: 6928278461.367919 + --- Energy: 53.6166443408558 + --- Workload: 371471000000.0 -------------- --- 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 +--- 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] @@ -1453,57 +1710,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0033-3000' --- Neighbour 0 in the list of neghbours, And at position 1 in the X datas point @@ -1687,57 +1944,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -1788,7 +2045,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.5630522502661 --- Workload: 304712000000.0 -------------- ---- 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 169 in the X datas point +-------------- + --- Configuration: 0300-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 --- Distance from that configuration: [0.76130039] @@ -1796,7 +2061,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 61.00540758755291 --- Workload: 502499000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -1804,7 +2069,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.76130039] @@ -1812,16 +2077,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0100' +--- Neighbour 0 in the list of neghbours, And at position 169 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: 0300-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0100' ---- Neighbour 0 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [1.] @@ -1829,23 +2094,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 112 in the X datas point -------------- --- Configuration: 0200-0100 - --- Distance from that configuration: [1.] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 4242843383.922169 --- Energy: 35.404255909220375 --- Workload: 150215000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 131 in the X datas point -------------- --- Configuration: 0202-0200 - --- Distance from that configuration: [0.91310072] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7512075661.626064 --- Energy: 40.5630522502661 --- Workload: 304712000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 56 in the X datas point -------------- --- Configuration: 0303-0000 --- Distance from that configuration: [0.83375292] @@ -1853,7 +2118,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 161 in the X datas point -------------- --- Configuration: 0303-0100 --- Distance from that configuration: [0.83375292] @@ -1861,7 +2126,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 51.67993691242756 --- Workload: 371696000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point -------------- --- Configuration: 0303-0100 --- Distance from that configuration: [0.83375292] @@ -1869,7 +2134,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.38267358149647 --- Workload: 371343000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 77 in the X datas point -------------- --- Configuration: 0303-1000 --- Distance from that configuration: [0.76130039] @@ -1877,14 +2142,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.6166443408558 --- Workload: 371471000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point --------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 --------------- --- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 @@ -1902,16 +2159,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 502499000000.0 -------------- -------------- ---- 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 56 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 0303-0000 + --- Energy efficiency: 5363512027.675722 + --- Energy: 45.0383665719169 + --- Workload: 241564000000.0 -------------- --- 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 +--- The energy of the current configuration (45.0383665719169 mAh) it is NOT far from the median. +--- Median :45.0383665719169, 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] @@ -1921,57 +2178,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '2222-0220' --- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point @@ -2155,57 +2412,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-1110' --- Neighbour 0 in the list of neghbours, And at position 4 in the X datas point @@ -2240,7 +2497,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.79271109577192 --- Workload: 278971000000.0 -------------- ---- 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 170 in the X datas point +-------------- + --- Configuration: 3030-0110 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7504014647.836593 + --- Energy: 41.82593528076137 + --- Workload: 313863000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 14 in the X datas point -------------- --- Configuration: 3303-1010 --- Distance from that configuration: [0.76130039] @@ -2248,7 +2513,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 67.3857084084629 --- Workload: 629393000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 18 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.76130039] @@ -2256,7 +2521,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.060137396486432 --- Workload: 29553800000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 35 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.76130039] @@ -2264,7 +2529,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.239529117166907 --- Workload: 29535500000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point -------------- --- Configuration: 3300-1000 --- Distance from that configuration: [0.76130039] @@ -2272,7 +2537,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.78276420172299 --- Workload: 186062000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 --- Distance from that configuration: [0.76130039] @@ -2280,14 +2545,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 63 in the X datas point --------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 --------------- --- 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 -------------- @@ -2324,18 +2581,18 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 4059018123.5159216 --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- 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 170 in the X datas point -------------- - --- Configuration: 2000-2200 + --- Configuration: 3030-0110 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Energy efficiency: 7504014647.836593 + --- Energy: 41.82593528076137 + --- Workload: 313863000000.0 -------------- --- Neighbour 6 in the list of neghbours, And at position 61 in the X datas point -------------- @@ -2389,57 +2646,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0030-0000' --- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point @@ -2450,7 +2707,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- 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 189 in the X datas point +-------------- + --- Configuration: 3030-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point -------------- --- Configuration: 0020-0010 --- Distance from that configuration: [0.83375292] @@ -2458,7 +2723,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.82601141845538 --- Workload: 147255000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 18 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.83375292] @@ -2466,7 +2731,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.060137396486432 --- Workload: 29553800000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 20 in the X datas point -------------- --- Configuration: 3330-0000 --- Distance from that configuration: [0.83375292] @@ -2474,7 +2739,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 32.51205394198035 --- Workload: 174825000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.83375292] @@ -2482,7 +2747,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.239529117166907 --- Workload: 29535500000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 79 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 79 in the X datas point -------------- --- Configuration: 0030-2000 --- Distance from that configuration: [0.83375292] @@ -2490,7 +2755,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.93660318178646 --- Workload: 172823000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 0300-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.76130039] @@ -2498,7 +2771,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point -------------- --- Configuration: 3333-0000 --- Distance from that configuration: [0.76130039] @@ -2506,32 +2779,24 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.045602086542516 --- Workload: 489874000000.0 -------------- ---- Neighbour 8 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 9 in the list of neghbours, And at position 39 in the X datas point --------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0030-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 0300-0000 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 -------------- ---- 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 189 in the X datas point +-------------- + --- Configuration: 3030-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.83375292] @@ -2539,7 +2804,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.060137396486432 --- Workload: 29553800000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.83375292] @@ -2547,7 +2812,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.239529117166907 --- Workload: 29535500000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point -------------- --- Configuration: 0030-0000 --- Distance from that configuration: [0.83375292] @@ -2555,7 +2820,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.83375292] @@ -2563,18 +2828,10 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 39 in the X datas point --------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 --------------- --- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point -------------- --- Configuration: 3330-0000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 5377240292.736961 --- Energy: 32.51205394198035 --- Workload: 174825000000.0 @@ -2582,7 +2839,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 7 in the list of neghbours, And at position 79 in the X datas point -------------- --- Configuration: 0030-2000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 4809102669.532892 --- Energy: 35.93660318178646 --- Workload: 172823000000.0 @@ -2604,16 +2861,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 489874000000.0 -------------- -------------- ---- 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 5 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 0030-0000 + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 -------------- --- 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 +--- 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] @@ -2623,57 +2880,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0020-0010' --- Neighbour 0 in the list of neghbours, And at position 6 in the X datas point @@ -2857,57 +3114,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1000-1010' --- Neighbour 0 in the list of neghbours, And at position 7 in the X datas point @@ -2958,7 +3215,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.44774676664167 --- Workload: 111489000000.0 -------------- ---- 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 171 in the X datas point +-------------- + --- Configuration: 1100-1011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9277212383.22309 + --- Energy: 48.61244404745341 + --- Workload: 450987000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.76130039] @@ -2966,7 +3231,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.299284062105812 --- Workload: 0.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 17 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.76130039] @@ -2974,7 +3239,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.027102694886654 --- Workload: 0.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 32 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.76130039] @@ -2982,40 +3247,24 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- 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: [0.76130039] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '1000-1010' ---- Neighbour 0 in the list of neghbours, And at position 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 33 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point -------------- --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] + --- Distance from that configuration: [1.] --- Energy efficiency: 997516184.7000968 --- Energy: 29.543907709942122 --- Workload: 29470600000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 32 in the X datas point -------------- --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 0.08333333333333333 --- Energy: 29.957415812958512 --- Workload: 0.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 17 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.83375292] @@ -3023,7 +3272,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.027102694886654 --- Workload: 0.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.83375292] @@ -3031,7 +3280,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.299284062105812 --- Workload: 0.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point -------------- --- Configuration: 0000-1000 --- Distance from that configuration: [0.83375292] @@ -3039,23 +3288,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.44774676664167 --- Workload: 111489000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point -------------- --- Configuration: 1100-1000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 5947637003.818383 --- Energy: 36.68430426428569 --- Workload: 218185000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 46 in the X datas point -------------- --- Configuration: 1000-1000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 4062233415.93208 --- Energy: 36.86022362180361 --- Workload: 149735000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 62 in the X datas point -------------- --- Configuration: 1000-1100 --- Distance from that configuration: [0.76130039] @@ -3063,7 +3312,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.80059101405426 --- Workload: 276003000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point -------------- --- Configuration: 1000-1010 --- Distance from that configuration: [0.76130039] @@ -3071,19 +3320,27 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.85376093977719 --- Workload: 278621000000.0 -------------- +--- Neighbour 9 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 16 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: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 +-------------- +--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 0000-1000 + --- Energy efficiency: 3145168392.3157244 + --- Energy: 35.44774676664167 + --- Workload: 111489000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.85376093977719 mAh) is far from the median. ---- Median :30.299284062105812, the gap is : 10 ---- So yes we remove this configuration '1000-1010' ---- 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 +--- 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 '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' *** START computing ci exp matrix @@ -3091,57 +3348,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0020-0202' --- Neighbour 0 in the list of neghbours, And at position 8 in the X datas point @@ -3160,7 +3417,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.37346586900227 --- Workload: 275426000000.0 -------------- ---- 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 193 in the X datas point +-------------- + --- Configuration: 0010-0222 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9876153040.867521 + --- Energy: 82.55859277633934 + --- Workload: 815359000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 49 in the X datas point -------------- --- Configuration: 3000-0202 --- Distance from that configuration: [0.76130039] @@ -3168,7 +3433,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 64.35822134376 --- Workload: 537670000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point -------------- --- Configuration: 2020-0022 --- Distance from that configuration: [0.76130039] @@ -3176,7 +3441,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.93701913313123 --- Workload: 577244000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point -------------- --- Configuration: 0020-2000 --- Distance from that configuration: [0.76130039] @@ -3184,7 +3449,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.41951635507749 --- Workload: 150321000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 --- Distance from that configuration: [0.76130039] @@ -3192,7 +3457,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.301162810596125 --- Workload: 404596000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 121 in the X datas point -------------- --- Configuration: 0020-1100 --- Distance from that configuration: [0.76130039] @@ -3200,7 +3465,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.85807704041302 --- Workload: 279201000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 157 in the X datas point -------------- --- Configuration: 2020-0220 --- Distance from that configuration: [0.76130039] @@ -3208,64 +3473,40 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.10385161103808 --- Workload: 314406000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 174 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.69514393] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point --------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.69514393] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 1000-0202 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8327920185.212945 + --- Energy: 64.17430044494624 + --- Workload: 534437000000.0 -------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0020-0202' ---- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point --------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 102 in the X datas point -------------- --- Configuration: 0020-2000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [1.] --- Energy efficiency: 4244013818.5089927 --- Energy: 35.41951635507749 --- Workload: 150321000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point --------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 --------------- ---- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 99 in the X datas point -------------- --- Configuration: 0010-0101 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6657080470.788732 --- Energy: 41.37346586900227 --- Workload: 275426000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point -------------- --- Configuration: 0020-1100 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6670179627.937381 --- Energy: 41.85807704041302 --- Workload: 279201000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 157 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: [0.76130039] @@ -3273,7 +3514,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.10385161103808 --- Workload: 314406000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 --- Distance from that configuration: [0.76130039] @@ -3281,7 +3522,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.301162810596125 --- Workload: 404596000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 1000-0202 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8327920185.212945 + --- Energy: 64.17430044494624 + --- Workload: 534437000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 49 in the X datas point -------------- --- Configuration: 3000-0202 --- Distance from that configuration: [0.76130039] @@ -3289,33 +3538,41 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 64.35822134376 --- Workload: 537670000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 88 in the X datas point -------------- --- Configuration: 2020-0022 - --- Distance from that configuration: [0.69514393] + --- Distance from that configuration: [0.76130039] --- Energy efficiency: 8754497623.153894 --- Energy: 65.93701913313123 --- Workload: 577244000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 8 in the X datas point -------------- --- Configuration: 0020-0202 - --- Distance from that configuration: [0.69514393] + --- Distance from that configuration: [0.76130039] --- Energy efficiency: 8089829466.394849 --- Energy: 66.44909360627778 --- Workload: 537560000000.0 -------------- +--- Neighbour 9 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 121 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: 0020-1100 - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 +-------------- +--- Median at position 4 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 0020-2220 + --- Energy efficiency: 8376542330.856669 + --- Energy: 48.301162810596125 + --- Workload: 404596000000.0 -------------- --- 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 :41.85807704041302, the gap is : 10 +--- 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] @@ -3325,57 +3582,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0010-3300' --- Neighbour 0 in the list of neghbours, And at position 9 in the X datas point @@ -3559,57 +3816,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0011-0111' --- Neighbour 0 in the list of neghbours, And at position 10 in the X datas point @@ -3644,53 +3901,53 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 60.652013004669556 --- Workload: 690523000000.0 -------------- ---- 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 184 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: 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 53 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 193 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: 0010-0222 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9876153040.867521 + --- Energy: 82.55859277633934 + --- Workload: 815359000000.0 -------------- ---- 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 198 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: 1011-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8737821661.059898 + --- Energy: 42.79354542763764 + --- Workload: 373921000000.0 -------------- ---- 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 199 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: 0022-1111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 11525411226.672567 + --- Energy: 59.99293901124158 + --- Workload: 691443000000.0 -------------- ---- 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 13 in the X datas point -------------- - --- Configuration: 0011-2022 + --- Configuration: 0011-1100 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Energy efficiency: 7650055845.407672 + --- Energy: 43.82652071469574 + --- Workload: 335276000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 1111-0101 + --- Configuration: 0011-0000 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Energy efficiency: 2745412415.8531094 + --- Energy: 29.5448803510097 + --- Workload: 81112900000.0 -------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0011-0111' --- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point @@ -3701,15 +3958,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.5448803510097 --- Workload: 81112900000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point --------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 99 in the X datas point -------------- --- Configuration: 0010-0101 --- Distance from that configuration: [0.83375292] @@ -3717,7 +3966,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.37346586900227 --- Workload: 275426000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 141 in the X datas point -------------- --- Configuration: 0010-0011 --- Distance from that configuration: [0.83375292] @@ -3725,38 +3974,46 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.98663362868059 --- Workload: 278542000000.0 -------------- +--- Neighbour 3 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 1011-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8737821661.059898 + --- Energy: 42.79354542763764 + --- Workload: 373921000000.0 +-------------- --- Neighbour 4 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7650055845.407672 --- Energy: 43.82652071469574 --- Workload: 335276000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 86 in the X datas point --------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 --------------- ---- Neighbour 6 in the list of neghbours, And at position 128 in the X datas point --------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 --------------- ---- Neighbour 7 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 10 in the X datas point -------------- --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8964027358.211496 --- Energy: 50.74428137607953 --- Workload: 454872000000.0 -------------- +--- Neighbour 6 in the list of neghbours, And at position 184 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 7 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 11525411226.672567 + --- Energy: 59.99293901124158 + --- Workload: 691443000000.0 +-------------- --- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point -------------- --- Configuration: 0022-1111 @@ -3765,13 +4022,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 60.652013004669556 --- Workload: 690523000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 193 in the X datas point -------------- - --- Configuration: 0011-2022 + --- Configuration: 0010-0222 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Energy efficiency: 9876153040.867521 + --- Energy: 82.55859277633934 + --- Workload: 815359000000.0 -------------- -------------- --- Median at position 4 in the list of neghbours, And at position 13 in the X datas point @@ -3793,57 +4050,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3303-0001' --- Neighbour 0 in the list of neghbours, And at position 11 in the X datas point @@ -3854,7 +4111,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- 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 179 in the X datas point +-------------- + --- Configuration: 3333-0001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.83375292] @@ -3862,7 +4127,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point -------------- --- Configuration: 3333-0000 --- Distance from that configuration: [0.83375292] @@ -3870,7 +4135,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.045602086542516 --- Workload: 489874000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.83375292] @@ -3878,7 +4143,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.0248902377268 --- Workload: 60227600000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 56 in the X datas point -------------- --- Configuration: 0303-0000 --- Distance from that configuration: [0.83375292] @@ -3886,7 +4151,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 85 in the X datas point -------------- --- Configuration: 3003-0002 --- Distance from that configuration: [0.83375292] @@ -3894,7 +4159,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.80063109114849 --- Workload: 499771000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point -------------- --- Configuration: 3303-1011 --- Distance from that configuration: [0.83375292] @@ -3902,7 +4167,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 73.37868558375581 --- Workload: 750499000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 126 in the X datas point -------------- --- Configuration: 0003-0001 --- Distance from that configuration: [0.83375292] @@ -3910,21 +4175,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.78293727571249 --- Workload: 240648000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point --------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 --------------- ---- 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 172 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: 3303-0111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10225586667.47108 + --- Energy: 73.36262541667716 + --- Workload: 750176000000.0 -------------- --- 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 @@ -3938,7 +4195,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 1980229389.772511 --- Energy: 30.277288658122774 --- Workload: 59956000000.0 @@ -3959,15 +4216,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.78293727571249 --- Workload: 240648000000.0 -------------- ---- 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: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 --------------- ---- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point -------------- --- Configuration: 3333-0000 --- Distance from that configuration: [0.83375292] @@ -3975,7 +4224,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.045602086542516 --- Workload: 489874000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.83375292] @@ -3983,6 +4232,14 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 3333-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 +-------------- --- Neighbour 7 in the list of neghbours, And at position 85 in the X datas point -------------- --- Configuration: 3003-0002 @@ -3991,33 +4248,33 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.80063109114849 --- Workload: 499771000000.0 -------------- ---- 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 172 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: 3303-0111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10225586667.47108 + --- Energy: 73.36262541667716 + --- Workload: 750176000000.0 -------------- --- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point -------------- --- Configuration: 3303-1011 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 10227751572.005417 --- Energy: 73.37868558375581 --- Workload: 750499000000.0 -------------- -------------- ---- 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 21 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 3333-0000 + --- Energy efficiency: 8296551953.00833 + --- Energy: 59.045602086542516 + --- Workload: 489874000000.0 -------------- --- 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 +--- 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] @@ -4027,57 +4284,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0022-0030' --- Neighbour 0 in the list of neghbours, And at position 12 in the X datas point @@ -4261,57 +4518,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0011-1100' --- Neighbour 0 in the list of neghbours, And at position 13 in the X datas point @@ -4362,7 +4619,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.85807704041302 --- Workload: 279201000000.0 -------------- ---- 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 191 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point -------------- --- Configuration: 0011-0111 --- Distance from that configuration: [0.76130039] @@ -4370,7 +4643,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.74428137607953 --- Workload: 454872000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 48 in the X datas point -------------- --- Configuration: 0111-0000 --- Distance from that configuration: [0.76130039] @@ -4378,38 +4651,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.0701934667281 --- Workload: 125814000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point --------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 65 in the X datas point --------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0011-1100' ---- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 191 in the X datas point -------------- --- Configuration: 0011-0000 --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 -------------- ---- 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 53 in the X datas point -------------- - --- Configuration: 0000-1000 + --- Configuration: 0011-0000 --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Energy efficiency: 2745412415.8531094 + --- Energy: 29.5448803510097 + --- Workload: 81112900000.0 -------------- --- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point -------------- @@ -4419,7 +4676,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.74164741869377 --- Workload: 250128000000.0 -------------- ---- 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 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point -------------- --- Configuration: 0111-0000 --- Distance from that configuration: [0.83375292] @@ -4427,7 +4692,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.0701934667281 --- Workload: 125814000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 121 in the X datas point -------------- --- Configuration: 0020-1100 --- Distance from that configuration: [0.83375292] @@ -4435,7 +4700,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.85807704041302 --- Workload: 279201000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 89 in the X datas point -------------- --- Configuration: 0011-2200 --- Distance from that configuration: [0.83375292] @@ -4443,18 +4708,10 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.07381484773657 --- Workload: 330242000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point --------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 --------------- --- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point -------------- --- Configuration: 1011-2200 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8782098570.274353 --- Energy: 43.085080854083536 --- Workload: 378377000000.0 @@ -4476,16 +4733,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 454872000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 121 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 0111-0000 + --- Energy efficiency: 3139835723.7949314 + --- Energy: 40.0701934667281 + --- Workload: 125814000000.0 -------------- --- 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 +--- 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 '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] @@ -4495,57 +4752,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3303-1010' --- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point @@ -4729,57 +4986,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0003-1001' --- Neighbour 0 in the list of neghbours, And at position 15 in the X datas point @@ -4798,7 +5055,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.78293727571249 --- Workload: 240648000000.0 -------------- ---- 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 201 in the X datas point +-------------- + --- Configuration: 0303-1001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 77 in the X datas point -------------- --- Configuration: 0303-1000 --- Distance from that configuration: [0.83375292] @@ -4806,7 +5071,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.6166443408558 --- Workload: 371471000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point -------------- --- Configuration: 2002-1001 --- Distance from that configuration: [0.83375292] @@ -4814,7 +5079,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.71596839606954 --- Workload: 428493000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point -------------- --- Configuration: 0202-1001 --- Distance from that configuration: [0.83375292] @@ -4822,7 +5087,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.8428586507307 --- Workload: 434491000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 83 in the X datas point -------------- --- Configuration: 3003-1101 --- Distance from that configuration: [0.83375292] @@ -4830,7 +5095,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 67.46193459835338 --- Workload: 636090000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 --- Distance from that configuration: [0.76130039] @@ -4838,7 +5103,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 61.00540758755291 --- Workload: 502499000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -4846,7 +5111,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point -------------- --- Configuration: 3000-1000 --- Distance from that configuration: [0.76130039] @@ -4854,14 +5119,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.46450751429702 --- Workload: 194232000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 56 in the X datas point --------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0003-1001' --- Neighbour 0 in the list of neghbours, And at position 44 in the X datas point -------------- @@ -4871,31 +5128,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.46450751429702 --- Workload: 194232000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point --------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 126 in the X datas point -------------- --- Configuration: 0003-0001 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 5256269415.345153 --- Energy: 45.78293727571249 --- Workload: 240648000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point -------------- --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 8795770993.306417 --- Energy: 48.71596839606954 --- Workload: 428493000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point -------------- --- Configuration: 0202-1001 --- Distance from that configuration: [0.83375292] @@ -4903,7 +5152,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.8428586507307 --- Workload: 434491000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 77 in the X datas point -------------- --- Configuration: 0303-1000 --- Distance from that configuration: [0.83375292] @@ -4911,14 +5160,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.6166443408558 --- Workload: 371471000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point -------------- --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6806147312.252427 --- Energy: 54.44253148500697 --- Workload: 370545000000.0 -------------- +--- Neighbour 6 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 0303-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 +-------------- --- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 @@ -4944,16 +5201,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 636090000000.0 -------------- -------------- ---- 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 77 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 0303-1000 + --- Energy efficiency: 6928278461.367919 + --- Energy: 53.6166443408558 + --- Workload: 371471000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (48.8428586507307 mAh) it is NOT far from the median. ---- Median :48.8428586507307, the gap is : 10 +--- 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 '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] @@ -4963,57 +5220,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -5197,57 +5454,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -5431,57 +5688,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -5532,7 +5789,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.0248902377268 --- Workload: 60227600000.0 -------------- ---- 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 189 in the X datas point +-------------- + --- Configuration: 3030-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 3000-0001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 5 in the X datas point -------------- --- Configuration: 0030-0000 --- Distance from that configuration: [0.83375292] @@ -5540,7 +5813,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- --- Configuration: 3330-0000 --- Distance from that configuration: [0.83375292] @@ -5548,24 +5821,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 32.51205394198035 --- Workload: 174825000000.0 -------------- ---- Neighbour 8 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 9 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 '3000-0000' +--- Neighbour 0 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: 3030-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point -------------- --- Configuration: 2000-0000 --- Distance from that configuration: [1.] @@ -5573,15 +5838,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.02206558996354 --- Workload: 29457300000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point -------------- --- Configuration: 3300-0000 - --- Distance from that configuration: [1.] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 2075033200.5312083 --- Energy: 29.0248902377268 --- Workload: 60227600000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 18 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.91310072] @@ -5589,7 +5854,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.060137396486432 --- Workload: 29553800000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.91310072] @@ -5597,7 +5862,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.239529117166907 --- Workload: 29535500000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 5 in the X datas point -------------- --- Configuration: 0030-0000 --- Distance from that configuration: [0.91310072] @@ -5605,18 +5870,10 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- Neighbour 5 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 6 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 1980229389.772511 --- Energy: 30.277288658122774 --- Workload: 59956000000.0 @@ -5624,12 +5881,20 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point -------------- --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 5377240292.736961 --- Energy: 32.51205394198035 --- Workload: 174825000000.0 -------------- ---- 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 197 in the X datas point +-------------- + --- Configuration: 3000-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point -------------- --- Configuration: 3000-1000 --- Distance from that configuration: [0.83375292] @@ -5637,25 +5902,17 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.46450751429702 --- Workload: 194232000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 40 in the X datas point --------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 --------------- -------------- ---- 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 35 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 3000-0000 + --- Energy efficiency: 1010122436.9405816 + --- Energy: 29.239529117166907 + --- Workload: 29535500000.0 -------------- --- 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 +--- 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] @@ -5665,57 +5922,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -5774,7 +6031,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.78276420172299 --- Workload: 186062000000.0 -------------- ---- 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 169 in the X datas point +-------------- + --- Configuration: 0300-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.83375292] @@ -5782,7 +6047,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point -------------- --- Configuration: 3333-0000 --- Distance from that configuration: [0.83375292] @@ -5790,22 +6055,14 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.045602086542516 --- Workload: 489874000000.0 -------------- ---- 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 '3300-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 0300-0000 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 -------------- --- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point -------------- @@ -5858,7 +6115,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point -------------- --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 5058399218.983161 --- Energy: 36.78276420172299 --- Workload: 186062000000.0 @@ -5899,57 +6156,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3330-0000' --- Neighbour 0 in the list of neghbours, And at position 20 in the X datas point @@ -6000,7 +6257,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.63396781022152 --- Workload: 91642100000.0 -------------- ---- 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 189 in the X datas point +-------------- + --- Configuration: 3030-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point -------------- --- Configuration: 0030-0000 --- Distance from that configuration: [0.83375292] @@ -6008,7 +6273,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 18 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.83375292] @@ -6016,7 +6281,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.060137396486432 --- Workload: 29553800000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 35 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.83375292] @@ -6024,24 +6289,24 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.239529117166907 --- Workload: 29535500000.0 -------------- ---- Neighbour 9 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 '3330-0000' +--- Neighbour 0 in the list of neghbours, And at position 189 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: 3030-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-0000' ---- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point -------------- --- Configuration: 3300-0000 - --- Distance from that configuration: [1.] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 2075033200.5312083 --- Energy: 29.0248902377268 --- Workload: 60227600000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.91310072] @@ -6049,7 +6314,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.060137396486432 --- Workload: 29553800000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.91310072] @@ -6057,7 +6322,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.239529117166907 --- Workload: 29535500000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point -------------- --- Configuration: 0030-0000 --- Distance from that configuration: [0.91310072] @@ -6065,14 +6330,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- Neighbour 4 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 5 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 @@ -6084,7 +6341,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point -------------- --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 3029054692.61153 --- Energy: 30.508250558695604 --- Workload: 92411200000.0 @@ -6114,16 +6371,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 489874000000.0 -------------- -------------- ---- 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 5 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 0030-0000 + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 -------------- --- 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 +--- 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] @@ -6133,57 +6390,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3333-0000' --- Neighbour 0 in the list of neghbours, And at position 21 in the X datas point @@ -6202,7 +6459,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 32.51205394198035 --- Workload: 174825000000.0 -------------- ---- 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 179 in the X datas point +-------------- + --- Configuration: 3333-0001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.83375292] @@ -6210,7 +6475,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.83375292] @@ -6218,7 +6483,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 39 in the X datas point -------------- --- Configuration: 2220-0000 --- Distance from that configuration: [0.83375292] @@ -6226,7 +6491,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.508250558695604 --- Workload: 92411200000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 51 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.83375292] @@ -6234,7 +6499,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.0248902377268 --- Workload: 60227600000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 56 in the X datas point -------------- --- Configuration: 0303-0000 --- Distance from that configuration: [0.83375292] @@ -6242,7 +6507,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point -------------- --- Configuration: 2220-0000 --- Distance from that configuration: [0.83375292] @@ -6250,21 +6515,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.63396781022152 --- Workload: 91642100000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 188 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 5 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: 3033-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8513391564.931638 + --- Energy: 58.43142458623579 + --- Workload: 497450000000.0 -------------- --- 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 @@ -6275,31 +6532,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.0248902377268 --- Workload: 60227600000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point --------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 1980229389.772511 --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 39 in the X datas point -------------- --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 3029054692.61153 --- Energy: 30.508250558695604 --- Workload: 92411200000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 87 in the X datas point -------------- --- Configuration: 2220-0000 --- Distance from that configuration: [0.83375292] @@ -6307,7 +6556,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.63396781022152 --- Workload: 91642100000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 20 in the X datas point -------------- --- Configuration: 3330-0000 --- Distance from that configuration: [0.83375292] @@ -6315,7 +6564,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 32.51205394198035 --- Workload: 174825000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 56 in the X datas point -------------- --- Configuration: 0303-0000 --- Distance from that configuration: [0.83375292] @@ -6323,41 +6572,49 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 188 in the X datas point -------------- - --- Configuration: 0303-0100 + --- Configuration: 3033-0100 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Energy efficiency: 8513391564.931638 + --- Energy: 58.43142458623579 + --- Workload: 497450000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point -------------- --- Configuration: 3333-0000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8296551953.00833 --- Energy: 59.045602086542516 --- Workload: 489874000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8321129010.784183 --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- +--- Neighbour 9 in the list of neghbours, And at position 179 in the X datas point -------------- ---- Median at position 4 in the list of neghbours, And at position 87 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: 2220-0000 - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 +-------------- +--- Median at position 4 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 -------------- --- 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 :30.63396781022152, the gap is : 10 +--- 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] @@ -6367,57 +6624,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -6601,57 +6858,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3333-3300' --- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point @@ -6835,57 +7092,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-3000' --- Neighbour 0 in the list of neghbours, And at position 24 in the X datas point @@ -6960,13 +7217,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 38.132247384977575 --- Workload: 207799000000.0 -------------- ---- 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 181 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: 1100-3000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5338401255.591975 + --- Energy: 35.023609845408956 + --- Workload: 186970000000.0 -------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0000-3000' --- Neighbour 0 in the list of neghbours, And at position 129 in the X datas point @@ -6977,7 +7234,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.94046355190528 --- Workload: 149976000000.0 -------------- ---- 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 181 in the X datas point +-------------- + --- Configuration: 1100-3000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5338401255.591975 + --- Energy: 35.023609845408956 + --- Workload: 186970000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 66 in the X datas point -------------- --- Configuration: 0000-2000 --- Distance from that configuration: [0.91310072] @@ -6985,7 +7250,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.40657570372512 --- Workload: 117941000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point -------------- --- Configuration: 0000-3000 --- Distance from that configuration: [0.91310072] @@ -6993,15 +7258,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.59789292409111 --- Workload: 117748000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 101 in the X datas point -------------- --- Configuration: 0011-3000 - --- Distance from that configuration: [0.91310072] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6806981239.9597025 --- Energy: 35.94259902860859 --- Workload: 244660000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 116 in the X datas point -------------- --- Configuration: 0002-3000 --- Distance from that configuration: [0.83375292] @@ -7009,14 +7274,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 38.132247384977575 --- Workload: 207799000000.0 -------------- ---- Neighbour 5 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 6 in the list of neghbours, And at position 25 in the X datas point -------------- --- Configuration: 0000-3300 @@ -7044,22 +7301,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point -------------- --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7665772326.561901 --- Energy: 48.682465076838824 --- Workload: 373189000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 116 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 0002-3000 - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Configuration: 0011-3000 + --- Energy efficiency: 6806981239.9597025 + --- Energy: 35.94259902860859 + --- Workload: 244660000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (38.132247384977575 mAh) it is NOT far from the median. ---- Median :38.132247384977575, the gap is : 10 +--- 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] @@ -7069,57 +7326,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-3300' --- Neighbour 0 in the list of neghbours, And at position 25 in the X datas point @@ -7178,7 +7435,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.94046355190528 --- Workload: 149976000000.0 -------------- ---- 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 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 63 in the X datas point -------------- --- Configuration: 2000-2200 --- Distance from that configuration: [0.76130039] @@ -7186,7 +7451,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.61363347008094 --- Workload: 278672000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 75 in the X datas point -------------- --- Configuration: 0001-0200 --- Distance from that configuration: [0.76130039] @@ -7194,14 +7459,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.59285860316189 --- Workload: 160475000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 89 in the X datas point --------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0000-3300' --- Neighbour 0 in the list of neghbours, And at position 129 in the X datas point -------------- @@ -7235,21 +7492,21 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.59285860316189 --- Workload: 160475000000.0 -------------- ---- 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 180 in the X datas point -------------- - --- Configuration: 0000-3300 + --- Configuration: 1000-2200 --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 -------------- ---- 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 25 in the X datas point -------------- - --- Configuration: 0011-2200 + --- Configuration: 0000-3300 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Energy efficiency: 5789616901.049658 + --- Energy: 42.05795824330537 + --- Workload: 243499000000.0 -------------- --- Neighbour 6 in the list of neghbours, And at position 67 in the X datas point -------------- @@ -7262,7 +7519,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 7 in the list of neghbours, And at position 63 in the X datas point -------------- --- Configuration: 2000-2200 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6539495281.754154 --- Energy: 42.61363347008094 --- Workload: 278672000000.0 @@ -7284,16 +7541,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 373189000000.0 -------------- -------------- ---- 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 180 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 1000-2200 + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 -------------- --- 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 +--- 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 '0000-3300' --- 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] @@ -7303,57 +7560,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-3330' --- Neighbour 0 in the list of neghbours, And at position 26 in the X datas point @@ -7404,7 +7661,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 47.48626285009536 --- Workload: 422949000000.0 -------------- ---- 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 194 in the X datas point +-------------- + --- Configuration: 0002-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9147875405.936972 + --- Energy: 51.28673303694986 + --- Workload: 469163000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point -------------- --- Configuration: 0101-2220 --- Distance from that configuration: [0.76130039] @@ -7412,7 +7677,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.9191931692468 --- Workload: 449351000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 66 in the X datas point -------------- --- Configuration: 0000-2000 --- Distance from that configuration: [0.76130039] @@ -7420,7 +7685,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.40657570372512 --- Workload: 117941000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 68 in the X datas point -------------- --- Configuration: 1001-2220 --- Distance from that configuration: [0.76130039] @@ -7428,14 +7693,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.735447078258076 --- Workload: 465069000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point --------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0000-3330' --- Neighbour 0 in the list of neghbours, And at position 66 in the X datas point -------------- @@ -7461,15 +7718,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05795824330537 --- Workload: 243499000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 93 in the X datas point --------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 --------------- ---- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point -------------- --- Configuration: 0000-2200 --- Distance from that configuration: [0.83375292] @@ -7477,7 +7726,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.51731520413714 --- Workload: 243375000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point -------------- --- Configuration: 0010-3300 --- Distance from that configuration: [0.83375292] @@ -7485,23 +7734,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.64544340651106 --- Workload: 278594000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 133 in the X datas point -------------- --- Configuration: 0200-3330 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8906781623.528154 --- Energy: 47.48626285009536 --- Workload: 422949000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 26 in the X datas point -------------- --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7665772326.561901 --- Energy: 48.682465076838824 --- Workload: 373189000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point -------------- --- Configuration: 0101-2220 --- Distance from that configuration: [0.76130039] @@ -7509,7 +7758,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.9191931692468 --- Workload: 449351000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point -------------- --- Configuration: 1001-2220 --- Distance from that configuration: [0.76130039] @@ -7517,17 +7766,25 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.735447078258076 --- Workload: 465069000000.0 -------------- +--- Neighbour 9 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 67 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: 0000-2200 - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 +-------------- +--- Median at position 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 0010-3300 + --- Energy efficiency: 6532788063.289651 + --- Energy: 42.64544340651106 + --- Workload: 278594000000.0 -------------- --- 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 +--- The energy of the current configuration (42.64544340651106 mAh) it is NOT far from the median. +--- Median :42.64544340651106, 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] @@ -7537,57 +7794,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3300-3000' --- Neighbour 0 in the list of neghbours, And at position 27 in the X datas point @@ -7771,57 +8028,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3330-3000' --- Neighbour 0 in the list of neghbours, And at position 28 in the X datas point @@ -8005,57 +8262,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-3000' --- Neighbour 0 in the list of neghbours, And at position 29 in the X datas point @@ -8239,57 +8496,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -8473,57 +8730,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-3330' --- Neighbour 0 in the list of neghbours, And at position 31 in the X datas point @@ -8707,57 +8964,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -8941,57 +9198,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1000-0000' --- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point @@ -9050,7 +9307,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.86022362180361 --- Workload: 149735000000.0 -------------- ---- 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 175 in the X datas point +-------------- + --- Configuration: 1000-0100 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point -------------- --- Configuration: 1000-1010 --- Distance from that configuration: [0.83375292] @@ -9058,7 +9323,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.85376093977719 --- Workload: 278621000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point -------------- --- Configuration: 2200-0000 --- Distance from that configuration: [0.83375292] @@ -9066,14 +9331,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.07061597004587 --- Workload: 60106800000.0 -------------- ---- Neighbour 9 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 --------------- --- 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 -------------- @@ -9131,13 +9388,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.299284062105812 --- Workload: 0.0 -------------- ---- 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 175 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: 1000-0100 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 -------------- --- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point -------------- @@ -9175,57 +9432,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, 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 @@ -9409,57 +9666,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -9510,7 +9767,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.0248902377268 --- Workload: 60227600000.0 -------------- ---- 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 189 in the X datas point +-------------- + --- Configuration: 3030-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 3000-0001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 5 in the X datas point -------------- --- Configuration: 0030-0000 --- Distance from that configuration: [0.83375292] @@ -9518,7 +9791,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- --- Configuration: 3330-0000 --- Distance from that configuration: [0.83375292] @@ -9526,24 +9799,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 32.51205394198035 --- Workload: 174825000000.0 -------------- ---- Neighbour 8 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 9 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 '3000-0000' +--- Neighbour 0 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: 3030-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point -------------- --- Configuration: 2000-0000 --- Distance from that configuration: [1.] @@ -9551,15 +9816,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.02206558996354 --- Workload: 29457300000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point -------------- --- Configuration: 3300-0000 - --- Distance from that configuration: [1.] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 2075033200.5312083 --- Energy: 29.0248902377268 --- Workload: 60227600000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 18 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.91310072] @@ -9567,7 +9832,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.060137396486432 --- Workload: 29553800000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.91310072] @@ -9575,7 +9840,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.239529117166907 --- Workload: 29535500000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 5 in the X datas point -------------- --- Configuration: 0030-0000 --- Distance from that configuration: [0.91310072] @@ -9583,18 +9848,10 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- Neighbour 5 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 6 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 1980229389.772511 --- Energy: 30.277288658122774 --- Workload: 59956000000.0 @@ -9602,12 +9859,20 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point -------------- --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 5377240292.736961 --- Energy: 32.51205394198035 --- Workload: 174825000000.0 -------------- ---- 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 197 in the X datas point +-------------- + --- Configuration: 3000-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point -------------- --- Configuration: 3000-1000 --- Distance from that configuration: [0.83375292] @@ -9615,25 +9880,17 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.46450751429702 --- Workload: 194232000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 40 in the X datas point --------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 --------------- -------------- ---- 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 35 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 3000-0000 + --- Energy efficiency: 1010122436.9405816 + --- Energy: 29.239529117166907 + --- Workload: 29535500000.0 -------------- --- 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 +--- 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] @@ -9643,57 +9900,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -9877,57 +10134,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '2200-0000' --- Neighbour 0 in the list of neghbours, And at position 37 in the X datas point @@ -10111,57 +10368,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1110-0000' --- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point @@ -10345,57 +10602,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -10579,57 +10836,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3300-1000' --- Neighbour 0 in the list of neghbours, And at position 40 in the X datas point @@ -10813,57 +11070,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3300-2000' --- Neighbour 0 in the list of neghbours, And at position 41 in the X datas point @@ -10914,7 +11171,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.88131927324178 --- Workload: 130533000000.0 -------------- ---- 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 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.83375292] @@ -10922,7 +11187,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point -------------- --- Configuration: 3330-3000 --- Distance from that configuration: [0.83375292] @@ -10930,7 +11195,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 37.40635012737015 --- Workload: 217816000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point -------------- --- Configuration: 3000-3000 --- Distance from that configuration: [0.83375292] @@ -10938,14 +11203,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.1860248822606 --- Workload: 150171000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point --------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 --------------- --- 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 -------------- @@ -10963,7 +11220,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.88131927324178 --- Workload: 130533000000.0 -------------- ---- 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 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 29 in the X datas point -------------- --- Configuration: 3000-3000 --- Distance from that configuration: [0.91310072] @@ -10971,14 +11236,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.1860248822606 --- Workload: 150171000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point --------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 --------------- --- Neighbour 4 in the list of neghbours, And at position 27 in the X datas point -------------- --- Configuration: 3300-3000 @@ -10998,7 +11255,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 6 in the list of neghbours, And at position 43 in the X datas point -------------- --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 5035525633.343237 --- Energy: 36.93355197432356 --- Workload: 185980000000.0 @@ -11047,57 +11304,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1100-1000' --- Neighbour 0 in the list of neghbours, And at position 42 in the X datas point @@ -11281,57 +11538,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -11342,7 +11599,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.93355197432356 --- Workload: 185980000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point -------------- --- Configuration: 3300-2000 --- Distance from that configuration: [0.91310072] @@ -11350,7 +11615,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.9852979298838 --- Workload: 185914000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point -------------- --- Configuration: 2000-2000 --- Distance from that configuration: [0.91310072] @@ -11358,7 +11623,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.241340818491324 --- Workload: 150528000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 164 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 164 in the X datas point -------------- --- Configuration: 2200-1000 --- Distance from that configuration: [0.91310072] @@ -11366,7 +11631,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.164198939696966 --- Workload: 176632000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point -------------- --- Configuration: 3300-3000 --- Distance from that configuration: [0.83375292] @@ -11374,7 +11639,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.711179058531826 --- Workload: 186205000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point +--- 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] @@ -11382,7 +11647,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.07061597004587 --- Workload: 60106800000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point -------------- --- Configuration: 3300-1000 --- Distance from that configuration: [0.83375292] @@ -11390,7 +11655,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.78276420172299 --- Workload: 186062000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 42 in the X datas point -------------- --- Configuration: 1100-1000 --- Distance from that configuration: [0.83375292] @@ -11398,7 +11663,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.68430426428569 --- Workload: 218185000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 --- Distance from that configuration: [0.83375292] @@ -11406,14 +11671,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 63 in the X datas point --------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 --------------- --- 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 -------------- @@ -11423,7 +11680,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.07061597004587 --- Workload: 60106800000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 164 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 164 in the X datas point -------------- --- Configuration: 2200-1000 --- Distance from that configuration: [0.91310072] @@ -11431,7 +11696,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.164198939696966 --- Workload: 176632000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point -------------- --- Configuration: 2000-2000 --- Distance from that configuration: [0.91310072] @@ -11439,7 +11704,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.241340818491324 --- Workload: 150528000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point -------------- --- Configuration: 1100-1000 --- Distance from that configuration: [0.91310072] @@ -11447,7 +11712,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.68430426428569 --- Workload: 218185000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point -------------- --- Configuration: 3300-3000 --- Distance from that configuration: [0.83375292] @@ -11455,7 +11720,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.711179058531826 --- Workload: 186205000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 40 in the X datas point -------------- --- Configuration: 3300-1000 --- Distance from that configuration: [0.83375292] @@ -11463,7 +11728,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.78276420172299 --- Workload: 186062000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point -------------- --- Configuration: 2200-2000 --- Distance from that configuration: [0.83375292] @@ -11471,7 +11736,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.93355197432356 --- Workload: 185980000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 --- Distance from that configuration: [0.83375292] @@ -11479,7 +11744,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point -------------- --- Configuration: 3300-2000 --- Distance from that configuration: [0.83375292] @@ -11487,25 +11752,17 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.9852979298838 --- Workload: 185914000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 63 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 --------------- --------------- ---- Median at position 4 in the list of neghbours, And at position 27 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 1100-1000 + --- Energy efficiency: 5947637003.818383 + --- Energy: 36.68430426428569 + --- Workload: 218185000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.711179058531826 mAh) it is NOT far from the median. ---- Median :36.711179058531826, the gap is : 10 +--- 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 '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] @@ -11515,57 +11772,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-1000' --- Neighbour 0 in the list of neghbours, And at position 44 in the X datas point @@ -11749,57 +12006,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -11983,57 +12240,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1000-1000' --- Neighbour 0 in the list of neghbours, And at position 46 in the X datas point @@ -12217,57 +12474,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1001-2000' --- Neighbour 0 in the list of neghbours, And at position 47 in the X datas point @@ -12451,57 +12708,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0111-0000' --- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point @@ -12520,7 +12777,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.5448803510097 --- Workload: 81112900000.0 -------------- ---- 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 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point -------------- --- Configuration: 1110-0000 --- Distance from that configuration: [0.83375292] @@ -12528,7 +12801,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.668041259477853 --- Workload: 89102900000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point -------------- --- Configuration: 0110-0010 --- Distance from that configuration: [0.83375292] @@ -12536,7 +12809,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.648662348871625 --- Workload: 185167000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 111 in the X datas point -------------- --- Configuration: 0110-0100 --- Distance from that configuration: [0.83375292] @@ -12544,7 +12817,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.42009012551951 --- Workload: 182855000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 123 in the X datas point -------------- --- Configuration: 0111-2000 --- Distance from that configuration: [0.83375292] @@ -12552,7 +12825,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 37.38840673928198 --- Workload: 249811000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 0222-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9969791531.659073 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 --- Distance from that configuration: [0.76130039] @@ -12560,103 +12841,79 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.82652071469574 --- Workload: 335276000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 --------------- ---- Neighbour 8 in the list of neghbours, And at position 17 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 32 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0111-0000' ---- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 191 in the X datas point -------------- --- Configuration: 0011-0000 --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 -------------- ---- 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 53 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 0011-0000 --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 --------------- ---- Neighbour 2 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 3 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 + --- Energy efficiency: 2745412415.8531094 + --- Energy: 29.5448803510097 + --- Workload: 81112900000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 38 in the X datas point -------------- --- Configuration: 1110-0000 - --- Distance from that configuration: [0.83375292] + --- 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 111 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 111 in the X datas point -------------- --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 5162462701.2069845 --- Energy: 35.42009012551951 --- Workload: 182855000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 100 in the X datas point -------------- --- Configuration: 0110-0010 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 5194211570.625695 --- Energy: 35.648662348871625 --- Workload: 185167000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 123 in the X datas point -------------- --- Configuration: 0111-2000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6681499595.769274 --- Energy: 37.38840673928198 --- Workload: 249811000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 48 in the X datas point -------------- --- Configuration: 0111-0000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 3139835723.7949314 --- Energy: 40.0701934667281 --- Workload: 125814000000.0 -------------- +--- Neighbour 8 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 0222-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9969791531.659073 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- --- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 @@ -12666,16 +12923,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 335276000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 38 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 100 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 0110-0010 + --- Energy efficiency: 5194211570.625695 + --- Energy: 35.648662348871625 + --- Workload: 185167000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.668041259477853 mAh) it is NOT far from the median. ---- Median :30.668041259477853, the gap is : 10 +--- 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] @@ -12685,57 +12942,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0202' --- Neighbour 0 in the list of neghbours, And at position 49 in the X datas point @@ -12762,7 +13019,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.80063109114849 --- Workload: 499771000000.0 -------------- ---- 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 197 in the X datas point +-------------- + --- Configuration: 3000-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point -------------- --- Configuration: 0020-0202 --- Distance from that configuration: [0.76130039] @@ -12770,7 +13035,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 66.44909360627778 --- Workload: 537560000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.76130039] @@ -12778,7 +13043,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.060137396486432 --- Workload: 29553800000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point -------------- --- Configuration: 3000-3300 --- Distance from that configuration: [0.76130039] @@ -12786,7 +13051,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.19510352720739 --- Workload: 278957000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 35 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.76130039] @@ -12794,7 +13059,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.239529117166907 --- Workload: 29535500000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 --- Distance from that configuration: [0.76130039] @@ -12802,7 +13067,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 55 in the X datas point -------------- --- Configuration: 2002-0101 --- Distance from that configuration: [0.76130039] @@ -12810,14 +13075,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 47.4541739001796 --- Workload: 424732000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 60 in the X datas point --------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 --------------- --- 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 -------------- @@ -12835,7 +13092,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.239529117166907 --- Workload: 29535500000.0 -------------- ---- 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 197 in the X datas point +-------------- + --- Configuration: 3000-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 --- Distance from that configuration: [0.83375292] @@ -12843,7 +13108,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point -------------- --- Configuration: 3000-3300 --- Distance from that configuration: [0.76130039] @@ -12851,7 +13116,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.19510352720739 --- Workload: 278957000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point -------------- --- Configuration: 3000-2200 --- Distance from that configuration: [0.76130039] @@ -12859,14 +13124,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.79271109577192 --- Workload: 278971000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 60 in the X datas point --------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 --------------- --- Neighbour 6 in the list of neghbours, And at position 55 in the X datas point -------------- --- Configuration: 2002-0101 @@ -12900,16 +13157,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 537560000000.0 -------------- -------------- ---- 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 30 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 3000-3300 + --- Energy efficiency: 6611133148.221605 + --- Energy: 42.19510352720739 + --- Workload: 278957000000.0 -------------- --- 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 :42.79271109577192, the gap is : 10 +--- 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] @@ -12919,57 +13176,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0001-2002' --- Neighbour 0 in the list of neghbours, And at position 50 in the X datas point @@ -13153,57 +13410,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -13262,7 +13519,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.78276420172299 --- Workload: 186062000000.0 -------------- ---- 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 169 in the X datas point +-------------- + --- Configuration: 0300-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.83375292] @@ -13270,7 +13535,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point -------------- --- Configuration: 3333-0000 --- Distance from that configuration: [0.83375292] @@ -13278,22 +13543,14 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.045602086542516 --- Workload: 489874000000.0 -------------- ---- 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 '3300-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 0300-0000 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 -------------- --- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point -------------- @@ -13346,7 +13603,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point -------------- --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 5058399218.983161 --- Energy: 36.78276420172299 --- Workload: 186062000000.0 @@ -13387,57 +13644,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1101-0202' --- Neighbour 0 in the list of neghbours, And at position 52 in the X datas point @@ -13480,7 +13737,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.5763010995366 --- Workload: 418853000000.0 -------------- ---- 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 174 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 6 in the list of neghbours, And at position 55 in the X datas point -------------- --- Configuration: 2002-0101 --- Distance from that configuration: [0.76130039] @@ -13488,7 +13753,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 47.4541739001796 --- Workload: 424732000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point -------------- --- Configuration: 0001-0200 --- Distance from that configuration: [0.76130039] @@ -13496,7 +13761,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.59285860316189 --- Workload: 160475000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 94 in the X datas point -------------- --- Configuration: 0100-0200 --- Distance from that configuration: [0.76130039] @@ -13504,7 +13769,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.39655176899871 --- Workload: 144886000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 95 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point -------------- --- Configuration: 1101-2000 --- Distance from that configuration: [0.76130039] @@ -13512,14 +13777,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.70897651674008 --- Workload: 249187000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point --------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '1101-0202' --- Neighbour 0 in the list of neghbours, And at position 94 in the X datas point -------------- @@ -13564,7 +13821,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 5 in the list of neghbours, And at position 55 in the X datas point -------------- --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8950387999.31977 --- Energy: 47.4541739001796 --- Workload: 424732000000.0 @@ -13585,7 +13842,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.5763010995366 --- Workload: 418853000000.0 -------------- ---- 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 174 in the X datas point +-------------- + --- Configuration: 1000-0202 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8327920185.212945 + --- Energy: 64.17430044494624 + --- Workload: 534437000000.0 +-------------- +--- 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] @@ -13593,14 +13858,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.015157087009 --- Workload: 644582000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point --------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 --------------- -------------- --- Median at position 4 in the list of neghbours, And at position 86 in the X datas point -------------- @@ -13621,57 +13878,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -13682,7 +13939,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.5448803510097 --- Workload: 81112900000.0 -------------- ---- 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 191 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point -------------- --- Configuration: 0111-0000 --- Distance from that configuration: [0.91310072] @@ -13690,7 +13955,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.0701934667281 --- Workload: 125814000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 --- Distance from that configuration: [0.83375292] @@ -13698,7 +13963,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.82652071469574 --- Workload: 335276000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.83375292] @@ -13706,7 +13971,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.299284062105812 --- Workload: 0.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.83375292] @@ -13714,7 +13979,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.027102694886654 --- Workload: 0.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 32 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.83375292] @@ -13722,7 +13987,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.957415812958512 --- Workload: 0.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 91 in the X datas point -------------- --- Configuration: 1011-0100 --- Distance from that configuration: [0.83375292] @@ -13730,43 +13995,35 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.74164741869377 --- Workload: 250128000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 190 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 --------------- ---- Neighbour 8 in the list of neghbours, And at position 10 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: 0111-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 -------------- ---- 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 195 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: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 -------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0011-0000' ---- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 1000-0000 + --- Configuration: 0011-0000 --- Distance from that configuration: [1.] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 -------------- --- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point -------------- --- Configuration: 0011-0000 - --- Distance from that configuration: [0.91310072] + --- Distance from that configuration: [1.] --- Energy efficiency: 2745412415.8531094 --- Energy: 29.5448803510097 --- Workload: 81112900000.0 @@ -13774,7 +14031,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point -------------- --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 0.08333333333333333 --- Energy: 29.957415812958512 --- Workload: 0.0 @@ -13795,7 +14052,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.299284062105812 --- Workload: 0.0 -------------- ---- 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 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 91 in the X datas point -------------- --- Configuration: 1011-0100 --- Distance from that configuration: [0.83375292] @@ -13803,38 +14068,30 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.74164741869377 --- Workload: 250128000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point -------------- - --- Configuration: 0020-0010 + --- Configuration: 1011-0100 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 48 in the X datas point -------------- --- Configuration: 0111-0000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 3139835723.7949314 --- Energy: 40.0701934667281 --- Workload: 125814000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7650055845.407672 --- Energy: 43.82652071469574 --- Workload: 335276000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 10 in the X datas point --------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 --------------- -------------- --- Median at position 4 in the list of neghbours, And at position 16 in the X datas point -------------- @@ -13855,57 +14112,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1001-0002' --- Neighbour 0 in the list of neghbours, And at position 54 in the X datas point @@ -13948,7 +14205,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.015157087009 --- Workload: 644582000000.0 -------------- ---- 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 174 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 6 in the list of neghbours, And at position 33 in the X datas point -------------- --- Configuration: 1000-0000 --- Distance from that configuration: [0.76130039] @@ -13956,7 +14221,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.543907709942122 --- Workload: 29470600000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 55 in the X datas point -------------- --- Configuration: 2002-0101 --- Distance from that configuration: [0.76130039] @@ -13964,7 +14229,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 47.4541739001796 --- Workload: 424732000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 58 in the X datas point -------------- --- Configuration: 0001-0020 --- Distance from that configuration: [0.76130039] @@ -13972,7 +14237,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.4792605525655 --- Workload: 160862000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point -------------- --- Configuration: 0000-0001 --- Distance from that configuration: [0.76130039] @@ -13980,14 +14245,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.588916806469584 --- Workload: 118205000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 74 in the X datas point --------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 --------------- --- 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 -------------- @@ -14021,30 +14278,30 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 39.7073615035878 --- Workload: 207911000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point --------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 --------------- ---- Neighbour 5 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 55 in the X datas point -------------- --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8950387999.31977 --- Energy: 47.4541739001796 --- Workload: 424732000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point -------------- --- Configuration: 1001-0002 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7043096708.760907 --- Energy: 47.6050128004243 --- Workload: 335286000000.0 -------------- +--- Neighbour 6 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 1000-0202 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8327920185.212945 + --- Energy: 64.17430044494624 + --- Workload: 534437000000.0 +-------------- --- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point -------------- --- Configuration: 1101-0202 @@ -14070,16 +14327,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 548023000000.0 -------------- -------------- ---- 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 55 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 2002-0101 + --- Energy efficiency: 8950387999.31977 + --- Energy: 47.4541739001796 + --- Workload: 424732000000.0 -------------- --- 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 +--- The energy of the current configuration (47.4541739001796 mAh) it is NOT far from the median. +--- Median :47.4541739001796, 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] @@ -14089,57 +14346,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -14174,7 +14431,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 67.46193459835338 --- Workload: 636090000000.0 -------------- ---- 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 184 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 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -14182,7 +14447,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 34 in the X datas point -------------- --- Configuration: 2000-0000 --- Distance from that configuration: [0.76130039] @@ -14190,7 +14455,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.02206558996354 --- Workload: 29457300000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 49 in the X datas point -------------- --- Configuration: 3000-0202 --- Distance from that configuration: [0.76130039] @@ -14198,7 +14463,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 64.35822134376 --- Workload: 537670000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point -------------- --- Configuration: 1101-0202 --- Distance from that configuration: [0.76130039] @@ -14206,7 +14471,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.015157087009 --- Workload: 644582000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 54 in the X datas point -------------- --- Configuration: 1001-0002 --- Distance from that configuration: [0.76130039] @@ -14214,14 +14479,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 47.6050128004243 --- Workload: 335286000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 85 in the X datas point --------------- - --- Configuration: 3003-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7595205906.032112 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 --------------- --- 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 -------------- @@ -14258,12 +14515,20 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point -------------- --- Configuration: 2002-1001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8795770993.306417 --- Energy: 48.71596839606954 --- Workload: 428493000000.0 -------------- ---- 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 184 in the X datas point +-------------- + --- Configuration: 0002-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9116518219.361662 + --- Energy: 51.19519895467268 + --- Workload: 466724000000.0 +-------------- +--- 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] @@ -14271,7 +14536,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 49 in the X datas point -------------- --- Configuration: 3000-0202 --- Distance from that configuration: [0.76130039] @@ -14279,7 +14544,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 64.35822134376 --- Workload: 537670000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point -------------- --- Configuration: 1101-0202 --- Distance from that configuration: [0.76130039] @@ -14287,14 +14552,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.015157087009 --- Workload: 644582000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point --------------- - --- Configuration: 3003-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7595205906.032112 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 --------------- --- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point -------------- --- Configuration: 3003-1101 @@ -14323,57 +14580,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -14408,7 +14665,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 51.67993691242756 --- Workload: 371696000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 0300-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 --- Distance from that configuration: [0.83375292] @@ -14416,7 +14681,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 61.00540758755291 --- Workload: 502499000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.83375292] @@ -14424,7 +14689,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.83375292] @@ -14432,7 +14697,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point -------------- --- Configuration: 3333-0000 --- Distance from that configuration: [0.83375292] @@ -14440,7 +14705,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.045602086542516 --- Workload: 489874000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 51 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.83375292] @@ -14448,24 +14713,24 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.0248902377268 --- Workload: 60227600000.0 -------------- ---- Neighbour 9 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 '0303-0000' +--- Neighbour 0 in the list of neghbours, And at position 169 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: 0300-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0000' ---- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point -------------- --- Configuration: 3300-0000 - --- Distance from that configuration: [1.] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 2075033200.5312083 --- Energy: 29.0248902377268 --- Workload: 60227600000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.91310072] @@ -14473,7 +14738,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point -------------- --- Configuration: 0303-0000 --- Distance from that configuration: [0.91310072] @@ -14481,18 +14746,10 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point --------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 --------------- --- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point -------------- --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 7192278369.94203 --- Energy: 51.67993691242756 --- Workload: 371696000000.0 @@ -14557,57 +14814,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -14791,57 +15048,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -15025,57 +15282,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '2000-2000' --- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point @@ -15126,7 +15383,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.88131927324178 --- Workload: 130533000000.0 -------------- ---- 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 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point -------------- --- Configuration: 3000-3000 --- Distance from that configuration: [0.83375292] @@ -15134,7 +15399,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.1860248822606 --- Workload: 150171000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 34 in the X datas point -------------- --- Configuration: 2000-0000 --- Distance from that configuration: [0.83375292] @@ -15142,7 +15407,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.02206558996354 --- Workload: 29457300000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point -------------- --- Configuration: 3300-2000 --- Distance from that configuration: [0.83375292] @@ -15150,14 +15415,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.9852979298838 --- Workload: 185914000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point --------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 --------------- --- 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 -------------- @@ -15175,7 +15432,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.88131927324178 --- Workload: 130533000000.0 -------------- ---- 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 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 29 in the X datas point -------------- --- Configuration: 3000-3000 --- Distance from that configuration: [0.91310072] @@ -15183,7 +15448,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.1860248822606 --- Workload: 150171000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point -------------- --- Configuration: 2000-2000 --- Distance from that configuration: [0.91310072] @@ -15191,14 +15456,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.241340818491324 --- Workload: 150528000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 44 in the X datas point --------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 --------------- --- Neighbour 5 in the list of neghbours, And at position 43 in the X datas point -------------- --- Configuration: 2200-2000 @@ -15210,7 +15467,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 4059018123.5159216 --- Energy: 36.96583597689362 --- Workload: 150045000000.0 @@ -15240,16 +15497,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 278672000000.0 -------------- -------------- ---- 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 59 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 2000-2000 + --- Energy efficiency: 4153496621.1304984 + --- Energy: 36.241340818491324 + --- Workload: 150528000000.0 -------------- --- 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 +--- 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] @@ -15259,57 +15516,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-1100' --- Neighbour 0 in the list of neghbours, And at position 60 in the X datas point @@ -15493,57 +15750,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-2200' --- Neighbour 0 in the list of neghbours, And at position 61 in the X datas point @@ -15727,57 +15984,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1000-1100' --- Neighbour 0 in the list of neghbours, And at position 62 in the X datas point @@ -15796,7 +16053,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.86022362180361 --- Workload: 149735000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 1000-0100 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point -------------- --- Configuration: 1000-1010 --- Distance from that configuration: [0.83375292] @@ -15804,7 +16077,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.85376093977719 --- Workload: 278621000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 33 in the X datas point -------------- --- Configuration: 1000-0000 --- Distance from that configuration: [0.83375292] @@ -15812,7 +16085,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.543907709942122 --- Workload: 29470600000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 42 in the X datas point -------------- --- Configuration: 1100-1000 --- Distance from that configuration: [0.83375292] @@ -15820,7 +16093,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.68430426428569 --- Workload: 218185000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 63 in the X datas point -------------- --- Configuration: 2000-2200 --- Distance from that configuration: [0.83375292] @@ -15828,7 +16101,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.61363347008094 --- Workload: 278672000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 65 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point -------------- --- Configuration: 0000-1000 --- Distance from that configuration: [0.83375292] @@ -15836,7 +16109,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.44774676664167 --- Workload: 111489000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 67 in the X datas point -------------- --- Configuration: 0000-2200 --- Distance from that configuration: [0.83375292] @@ -15844,22 +16117,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.51731520413714 --- Workload: 243375000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 13 in the X datas point --------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 --------------- --- 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 -------------- @@ -15869,18 +16126,18 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.543907709942122 --- Workload: 29470600000.0 -------------- ---- 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 175 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 1000-0100 --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 -------------- --- Neighbour 2 in the list of neghbours, And at position 65 in the X datas point -------------- --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 3145168392.3157244 --- Energy: 35.44774676664167 --- Workload: 111489000000.0 @@ -15888,7 +16145,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point -------------- --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 5947637003.818383 --- Energy: 36.68430426428569 --- Workload: 218185000000.0 @@ -15901,7 +16158,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.86022362180361 --- Workload: 149735000000.0 -------------- ---- 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 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 67 in the X datas point -------------- --- Configuration: 0000-2200 --- Distance from that configuration: [0.83375292] @@ -15909,7 +16174,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.51731520413714 --- Workload: 243375000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 63 in the X datas point -------------- --- Configuration: 2000-2200 --- Distance from that configuration: [0.83375292] @@ -15917,7 +16182,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.61363347008094 --- Workload: 278672000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point -------------- --- Configuration: 1000-1100 --- Distance from that configuration: [0.83375292] @@ -15925,22 +16190,14 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.80059101405426 --- Workload: 276003000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point -------------- --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6501654671.113798 --- Energy: 42.85376093977719 --- Workload: 278621000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point --------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 --------------- -------------- --- Median at position 4 in the list of neghbours, And at position 46 in the X datas point -------------- @@ -15961,57 +16218,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '2000-2200' --- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point @@ -16038,7 +16295,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.79271109577192 --- Workload: 278971000000.0 -------------- ---- 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 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point -------------- --- Configuration: 3000-3300 --- Distance from that configuration: [0.83375292] @@ -16046,7 +16311,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.19510352720739 --- Workload: 278957000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 43 in the X datas point -------------- --- Configuration: 2200-2000 --- Distance from that configuration: [0.83375292] @@ -16054,7 +16319,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.93355197432356 --- Workload: 185980000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 --- Distance from that configuration: [0.83375292] @@ -16062,7 +16327,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 60 in the X datas point -------------- --- Configuration: 3000-1100 --- Distance from that configuration: [0.83375292] @@ -16070,7 +16335,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.3608751201712 --- Workload: 279393000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point -------------- --- Configuration: 1000-1100 --- Distance from that configuration: [0.83375292] @@ -16078,7 +16343,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.80059101405426 --- Workload: 276003000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point -------------- --- Configuration: 3000-3300 --- Distance from that configuration: [0.83375292] @@ -16086,14 +16351,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.474892742303716 --- Workload: 274951000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 67 in the X datas point --------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '2000-2200' --- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point -------------- @@ -16119,7 +16376,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- 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 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point -------------- --- Configuration: 3000-3300 --- Distance from that configuration: [0.83375292] @@ -16127,7 +16392,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.19510352720739 --- Workload: 278957000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point -------------- --- Configuration: 3000-3300 --- Distance from that configuration: [0.83375292] @@ -16135,14 +16400,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.474892742303716 --- Workload: 274951000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point --------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 --------------- --- Neighbour 6 in the list of neghbours, And at position 63 in the X datas point -------------- --- Configuration: 2000-2200 @@ -16176,16 +16433,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 279393000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 64 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 30 in the X datas point -------------- --- Configuration: 3000-3300 - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Energy efficiency: 6611133148.221605 + --- Energy: 42.19510352720739 + --- Workload: 278957000000.0 -------------- --- 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 +--- 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] @@ -16195,57 +16452,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -16429,57 +16686,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-1000' --- Neighbour 0 in the list of neghbours, And at position 65 in the X datas point @@ -16663,57 +16920,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 66 in the X datas point @@ -16897,57 +17154,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 67 in the X datas point @@ -16974,7 +17231,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.40657570372512 --- Workload: 117941000000.0 -------------- ---- 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 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point -------------- --- Configuration: 0010-3300 --- Distance from that configuration: [0.83375292] @@ -16982,7 +17247,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.64544340651106 --- Workload: 278594000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 24 in the X datas point -------------- --- Configuration: 0000-3000 --- Distance from that configuration: [0.83375292] @@ -16990,7 +17255,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.59789292409111 --- Workload: 117748000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +--- 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] @@ -16998,7 +17263,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.682465076838824 --- Workload: 373189000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 62 in the X datas point -------------- --- Configuration: 1000-1100 --- Distance from that configuration: [0.83375292] @@ -17006,7 +17271,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.80059101405426 --- Workload: 276003000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 63 in the X datas point -------------- --- Configuration: 2000-2200 --- Distance from that configuration: [0.83375292] @@ -17014,7 +17279,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.61363347008094 --- Workload: 278672000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 65 in the X datas point -------------- --- Configuration: 0000-1000 --- Distance from that configuration: [0.83375292] @@ -17022,14 +17287,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.44774676664167 --- Workload: 111489000000.0 -------------- ---- Neighbour 9 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 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0000-2200' --- Neighbour 0 in the list of neghbours, And at position 66 in the X datas point -------------- @@ -17055,13 +17312,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.59789292409111 --- Workload: 117748000000.0 -------------- ---- 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 180 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: 1000-2200 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 -------------- --- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point -------------- @@ -17131,57 +17388,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1001-2220' --- Neighbour 0 in the list of neghbours, And at position 68 in the X datas point @@ -17232,7 +17489,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.84258552984255 --- Workload: 377523000000.0 -------------- ---- 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 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point -------------- --- Configuration: 1000-1010 --- Distance from that configuration: [0.76130039] @@ -17240,7 +17513,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.85376093977719 --- Workload: 278621000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point -------------- --- Configuration: 0000-3330 --- Distance from that configuration: [0.76130039] @@ -17248,39 +17521,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.682465076838824 --- Workload: 373189000000.0 -------------- ---- Neighbour 8 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 --------------- ---- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point --------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '1001-2220' ---- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point --------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [1.] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 47 in the X datas point -------------- --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [1.] --- Energy efficiency: 5236095548.271565 --- Energy: 39.7073615035878 --- Workload: 207911000000.0 -------------- +--- Neighbour 1 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- --- Neighbour 2 in the list of neghbours, And at position 150 in the X datas point -------------- --- Configuration: 0001-0220 @@ -17289,15 +17546,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.84258552984255 --- Workload: 377523000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point --------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 --------------- ---- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point -------------- --- Configuration: 1000-1010 --- Distance from that configuration: [0.83375292] @@ -17305,7 +17554,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.85376093977719 --- Workload: 278621000000.0 -------------- ---- 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 107 in the X datas point -------------- --- Configuration: 1011-2200 --- Distance from that configuration: [0.83375292] @@ -17313,22 +17562,30 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.085080854083536 --- Workload: 378377000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point -------------- --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7665772326.561901 --- Energy: 48.682465076838824 --- Workload: 373189000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point -------------- --- Configuration: 0101-2220 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 9185604320.908272 --- Energy: 48.9191931692468 --- Workload: 449351000000.0 -------------- +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- --- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point -------------- --- Configuration: 1011-3330 @@ -17346,16 +17603,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 465069000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 7 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 107 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 1011-2200 + --- Energy efficiency: 8782098570.274353 + --- Energy: 43.085080854083536 + --- Workload: 378377000000.0 -------------- --- 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 +--- 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 '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] @@ -17365,57 +17622,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0200-1100' --- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point @@ -17599,57 +17856,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '2002-0100' --- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point @@ -17692,7 +17949,31 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.1753628489377 --- Workload: 304417000000.0 -------------- ---- 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 175 in the X datas point +-------------- + --- Configuration: 1000-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 3033-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8513391564.931638 + --- Energy: 58.43142458623579 + --- Workload: 497450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point -------------- --- Configuration: 0303-0100 --- Distance from that configuration: [0.76130039] @@ -17700,7 +17981,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.38267358149647 --- Workload: 371343000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 18 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.76130039] @@ -17708,30 +17989,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.060137396486432 --- Workload: 29553800000.0 -------------- ---- 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 35 in the X datas point --------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point --------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 --------------- --- 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 -------------- @@ -17749,63 +18006,55 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.060137396486432 --- Workload: 29553800000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point --------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 --------------- ---- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point --------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 --------------- ---- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 2200-0000 + --- Configuration: 1000-0100 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 91 in the X datas point -------------- --- Configuration: 1011-0100 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6807769026.0124855 --- Energy: 36.74164741869377 --- Workload: 250128000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 143 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point -------------- --- Configuration: 2002-0010 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7393168712.11001 --- Energy: 41.1753628489377 --- Workload: 304417000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point -------------- --- Configuration: 2002-0100 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7245431755.278297 --- Energy: 42.016301664202444 --- Workload: 304426000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 55 in the X datas point -------------- --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8950387999.31977 --- Energy: 47.4541739001796 --- Workload: 424732000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point -------------- --- Configuration: 0303-0100 --- Distance from that configuration: [0.76130039] @@ -17813,19 +18062,27 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.38267358149647 --- Workload: 371343000000.0 -------------- +--- Neighbour 9 in the list of neghbours, And at position 188 in the X datas point -------------- ---- Median at position 4 in the list of neghbours, And at position 37 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: 2200-0000 - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 +-------------- +--- Median at position 4 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.016301664202444 mAh) is far from the median. ---- Median :30.07061597004587, the gap is : 10 ---- So yes we remove this configuration '2002-0100' ---- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0] is an abberant point. we don't add it +--- 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 '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' *** START computing ci exp matrix @@ -17833,57 +18090,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-0001' --- Neighbour 0 in the list of neghbours, And at position 71 in the X datas point @@ -18067,57 +18324,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0101-0200' --- Neighbour 0 in the list of neghbours, And at position 72 in the X datas point @@ -18301,57 +18558,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3330-2220' --- Neighbour 0 in the list of neghbours, And at position 73 in the X datas point @@ -18535,57 +18792,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '2002-2000' --- Neighbour 0 in the list of neghbours, And at position 74 in the X datas point @@ -18769,57 +19026,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0001-0200' --- Neighbour 0 in the list of neghbours, And at position 75 in the X datas point @@ -19003,57 +19260,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0220-0020' --- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point @@ -19104,7 +19361,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 83.48428558869355 --- Workload: 840691000000.0 -------------- ---- 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 200 in the X datas point +-------------- + --- Configuration: 0220-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 3 in the X datas point -------------- --- Configuration: 2222-0220 --- Distance from that configuration: [0.76130039] @@ -19112,7 +19377,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.74622776577034 --- Workload: 617864000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 --- Distance from that configuration: [0.76130039] @@ -19120,7 +19385,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point -------------- --- Configuration: 2220-0000 --- Distance from that configuration: [0.76130039] @@ -19128,14 +19393,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.508250558695604 --- Workload: 92411200000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 87 in the X datas point --------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 --------------- --- 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 -------------- @@ -19145,22 +19402,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.508250558695604 --- Workload: 92411200000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 87 in the X datas point --------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 145 in the X datas point -------------- --- Configuration: 0200-0010 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 3751444306.0578322 --- Energy: 34.495214714826176 --- Workload: 129407000000.0 -------------- +--- Neighbour 2 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 0220-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 +-------------- --- Neighbour 3 in the list of neghbours, And at position 100 in the X datas point -------------- --- Configuration: 0110-0010 @@ -19188,7 +19445,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point -------------- --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 3998672440.749671 --- Energy: 36.82601141845538 --- Workload: 147255000000.0 @@ -19237,57 +19494,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 77 in the X datas point @@ -19314,7 +19571,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- 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 201 in the X datas point +-------------- + --- Configuration: 0303-1001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 +-------------- +--- 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] @@ -19322,7 +19587,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.38267358149647 --- Workload: 371343000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 14 in the X datas point -------------- --- Configuration: 3303-1010 --- Distance from that configuration: [0.83375292] @@ -19330,7 +19595,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 67.3857084084629 --- Workload: 629393000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point -------------- --- Configuration: 0003-1001 --- Distance from that configuration: [0.83375292] @@ -19338,7 +19603,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.44253148500697 --- Workload: 370545000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point -------------- --- Configuration: 3300-1000 --- Distance from that configuration: [0.83375292] @@ -19346,7 +19611,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.78276420172299 --- Workload: 186062000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 82 in the X datas point -------------- --- Configuration: 0202-1001 --- Distance from that configuration: [0.83375292] @@ -19354,7 +19619,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.8428586507307 --- Workload: 434491000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 161 in the X datas point -------------- --- Configuration: 0303-0100 --- Distance from that configuration: [0.83375292] @@ -19362,14 +19627,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 51.67993691242756 --- Workload: 371696000000.0 -------------- ---- Neighbour 9 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 --------------- --- 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 -------------- @@ -19398,7 +19655,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 3 in the list of neghbours, And at position 161 in the X datas point -------------- --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 7192278369.94203 --- Energy: 51.67993691242756 --- Workload: 371696000000.0 @@ -19427,13 +19684,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.44253148500697 --- Workload: 370545000000.0 -------------- ---- 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 201 in the X datas point -------------- - --- Configuration: 3303-0001 + --- Configuration: 0303-1001 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 -------------- --- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point -------------- @@ -19446,7 +19703,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 9 in the list of neghbours, And at position 14 in the X datas point -------------- --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 9340120487.55429 --- Energy: 67.3857084084629 --- Workload: 629393000000.0 @@ -19471,57 +19728,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0110-0020' --- Neighbour 0 in the list of neghbours, And at position 78 in the X datas point @@ -19705,57 +19962,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0030-2000' --- Neighbour 0 in the list of neghbours, And at position 79 in the X datas point @@ -19774,7 +20031,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.41951635507749 --- Workload: 150321000000.0 -------------- ---- 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 176 in the X datas point +-------------- + --- Configuration: 0030-2200 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6743861400.160503 + --- Energy: 41.3450979000584 + --- Workload: 278825000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 1 in the X datas point -------------- --- Configuration: 0033-3000 --- Distance from that configuration: [0.83375292] @@ -19782,7 +20047,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.35616382684589 --- Workload: 371205000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point -------------- --- Configuration: 0030-0000 --- Distance from that configuration: [0.83375292] @@ -19790,7 +20055,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 --- Distance from that configuration: [0.83375292] @@ -19798,7 +20063,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point -------------- --- Configuration: 0033-2200 --- Distance from that configuration: [0.83375292] @@ -19806,7 +20071,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.96771726749321 --- Workload: 499893000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 104 in the X datas point -------------- --- Configuration: 3000-2000 --- Distance from that configuration: [0.83375292] @@ -19814,7 +20079,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.88131927324178 --- Workload: 130533000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 138 in the X datas point -------------- --- Configuration: 3030-2002 --- Distance from that configuration: [0.83375292] @@ -19822,21 +20087,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.30338482528335 --- Workload: 576204000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 200 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 9 in the list of neghbours, And at position 29 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: 0220-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 -------------- --- 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 @@ -19855,7 +20112,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.88131927324178 --- Workload: 130533000000.0 -------------- ---- 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 200 in the X datas point +-------------- + --- Configuration: 0220-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 102 in the X datas point -------------- --- Configuration: 0020-2000 --- Distance from that configuration: [0.83375292] @@ -19863,7 +20128,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.41951635507749 --- Workload: 150321000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 79 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 79 in the X datas point -------------- --- Configuration: 0030-2000 --- Distance from that configuration: [0.83375292] @@ -19871,14 +20136,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.93660318178646 --- Workload: 172823000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 29 in the X datas point --------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 --------------- --- Neighbour 5 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 @@ -19887,13 +20144,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- 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 176 in the X datas point -------------- - --- Configuration: 3330-3000 + --- Configuration: 0030-2200 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Energy efficiency: 6743861400.160503 + --- Energy: 41.3450979000584 + --- Workload: 278825000000.0 -------------- --- Neighbour 7 in the list of neghbours, And at position 1 in the X datas point -------------- @@ -19906,7 +20163,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point -------------- --- Configuration: 0033-2200 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8336042547.16116 --- Energy: 59.96771726749321 --- Workload: 499893000000.0 @@ -19914,22 +20171,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 9 in the list of neghbours, And at position 138 in the X datas point -------------- --- Configuration: 3030-2002 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8823477508.95583 --- Energy: 65.30338482528335 --- Workload: 576204000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 29 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 79 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 0030-2000 + --- Energy efficiency: 4809102669.532892 + --- Energy: 35.93660318178646 + --- Workload: 172823000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.1860248822606 mAh) it is NOT far from the median. ---- Median :36.1860248822606, the gap is : 10 +--- 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] @@ -19939,57 +20196,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '2002-1001' --- Neighbour 0 in the list of neghbours, And at position 80 in the X datas point @@ -20173,57 +20430,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0101-2020' --- Neighbour 0 in the list of neghbours, And at position 81 in the X datas point @@ -20407,57 +20664,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0202-1001' --- Neighbour 0 in the list of neghbours, And at position 82 in the X datas point @@ -20468,7 +20725,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.8428586507307 --- Workload: 434491000000.0 -------------- ---- 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 177 in the X datas point +-------------- + --- Configuration: 0202-0001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 7543867590.03606 + --- Energy: 40.37867051197721 + --- Workload: 304611000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 0303-1001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point -------------- --- Configuration: 0003-1001 --- Distance from that configuration: [0.83375292] @@ -20476,7 +20749,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.44253148500697 --- Workload: 370545000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 77 in the X datas point -------------- --- Configuration: 0303-1000 --- Distance from that configuration: [0.83375292] @@ -20484,7 +20757,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.6166443408558 --- Workload: 371471000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point -------------- --- Configuration: 2002-1001 --- Distance from that configuration: [0.83375292] @@ -20492,7 +20765,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.71596839606954 --- Workload: 428493000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 84 in the X datas point -------------- --- Configuration: 0220-1001 --- Distance from that configuration: [0.83375292] @@ -20500,7 +20773,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.18443043197562 --- Workload: 314499000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 0222-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9969791531.659073 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 --- Distance from that configuration: [0.76130039] @@ -20508,7 +20789,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 61.00540758755291 --- Workload: 502499000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -20516,55 +20797,31 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 50 in the X datas point --------------- - --- 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 56 in the X datas point --------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 69 in the X datas point --------------- - --- Configuration: 0200-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6540008502.011052 - --- Energy: 42.722378810206706 - --- Workload: 279405000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0202-1001' ---- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 177 in the X datas point -------------- - --- Configuration: 0200-1100 + --- Configuration: 0202-0001 --- Distance from that configuration: [1.] - --- Energy efficiency: 6540008502.011052 - --- Energy: 42.722378810206706 - --- Workload: 279405000000.0 + --- Energy efficiency: 7543867590.03606 + --- Energy: 40.37867051197721 + --- Workload: 304611000000.0 -------------- ---- 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 166 in the X datas point +-------------- + --- Configuration: 0222-1000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 9969791531.659073 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 84 in the X datas point -------------- --- Configuration: 0220-1001 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 7282684688.88371 --- Energy: 43.18443043197562 --- Workload: 314499000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point --------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 --------------- --- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point -------------- --- Configuration: 2002-1001 @@ -20584,7 +20841,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 5 in the list of neghbours, And at position 77 in the X datas point -------------- --- Configuration: 0303-1000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6928278461.367919 --- Energy: 53.6166443408558 --- Workload: 371471000000.0 @@ -20592,12 +20849,20 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point -------------- --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6806147312.252427 --- Energy: 54.44253148500697 --- Workload: 370545000000.0 -------------- ---- 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 201 in the X datas point +-------------- + --- Configuration: 0303-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -20605,7 +20870,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 --- Distance from that configuration: [0.76130039] @@ -20613,14 +20878,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 61.00540758755291 --- Workload: 502499000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point --------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 --------------- -------------- --- Median at position 4 in the list of neghbours, And at position 82 in the X datas point -------------- @@ -20641,57 +20898,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3003-1101' --- Neighbour 0 in the list of neghbours, And at position 83 in the X datas point @@ -20742,7 +20999,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 79.26313007840331 --- Workload: 867738000000.0 -------------- ---- 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 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 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point -------------- --- Configuration: 3000-1110 --- Distance from that configuration: [0.76130039] @@ -20750,7 +21015,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.41467631934382 --- Workload: 400095000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -20758,7 +21023,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point -------------- --- Configuration: 3000-1000 --- Distance from that configuration: [0.76130039] @@ -20766,14 +21031,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.46450751429702 --- Workload: 194232000000.0 -------------- ---- Neighbour 9 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 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '3003-1101' --- Neighbour 0 in the list of neghbours, And at position 44 in the X datas point -------------- @@ -20799,7 +21056,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 47.4541739001796 --- Workload: 424732000000.0 -------------- ---- 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 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 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point -------------- --- Configuration: 2002-1001 --- Distance from that configuration: [0.83375292] @@ -20807,7 +21072,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.71596839606954 --- Workload: 428493000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 4 in the X datas point -------------- --- Configuration: 3000-1110 --- Distance from that configuration: [0.83375292] @@ -20815,7 +21080,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.41467631934382 --- Workload: 400095000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point -------------- --- Configuration: 0003-1001 --- Distance from that configuration: [0.83375292] @@ -20823,7 +21088,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.44253148500697 --- Workload: 370545000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -20831,14 +21096,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 7 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 8 in the list of neghbours, And at position 83 in the X datas point -------------- --- Configuration: 3003-1101 @@ -20856,16 +21113,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 867738000000.0 -------------- -------------- ---- 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 80 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 2002-1001 + --- Energy efficiency: 8795770993.306417 + --- Energy: 48.71596839606954 + --- Workload: 428493000000.0 -------------- --- 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 +--- Median :48.71596839606954, 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] @@ -20875,57 +21132,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0220-1001' --- Neighbour 0 in the list of neghbours, And at position 84 in the X datas point @@ -20960,7 +21217,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 83.48428558869355 --- Workload: 840691000000.0 -------------- ---- 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 166 in the X datas point +-------------- + --- Configuration: 0222-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9969791531.659073 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 0220-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point -------------- --- Configuration: 2220-0000 --- Distance from that configuration: [0.76130039] @@ -20968,7 +21241,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.508250558695604 --- Workload: 92411200000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 69 in the X datas point -------------- --- Configuration: 0200-1100 --- Distance from that configuration: [0.76130039] @@ -20976,7 +21249,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.722378810206706 --- Workload: 279405000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point -------------- --- Configuration: 2220-0000 --- Distance from that configuration: [0.76130039] @@ -20984,7 +21257,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.63396781022152 --- Workload: 91642100000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 102 in the X datas point -------------- --- Configuration: 0020-2000 --- Distance from that configuration: [0.76130039] @@ -20992,22 +21265,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.41951635507749 --- Workload: 150321000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 121 in the X datas point --------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 125 in the X datas point --------------- - --- Configuration: 2022-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10534122128.398308 - --- Energy: 50.34000387088341 - --- Workload: 530288000000.0 --------------- --- 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 -------------- @@ -21025,7 +21282,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.63396781022152 --- Workload: 91642100000.0 -------------- ---- 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 200 in the X datas point +-------------- + --- Configuration: 0220-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 102 in the X datas point -------------- --- Configuration: 0020-2000 --- Distance from that configuration: [0.83375292] @@ -21033,7 +21298,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.41951635507749 --- Workload: 150321000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 105 in the X datas point -------------- --- Configuration: 0110-1001 --- Distance from that configuration: [0.83375292] @@ -21041,23 +21306,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.820066635010036 --- Workload: 313127000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point --------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 --------------- --- Neighbour 5 in the list of neghbours, And at position 69 in the X datas point -------------- --- Configuration: 0200-1100 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6540008502.011052 --- Energy: 42.722378810206706 --- Workload: 279405000000.0 -------------- ---- 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 166 in the X datas point +-------------- + --- Configuration: 0222-1000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9969791531.659073 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 84 in the X datas point -------------- --- Configuration: 0220-1001 --- Distance from that configuration: [0.76130039] @@ -21065,7 +21330,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.18443043197562 --- Workload: 314499000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 82 in the X datas point -------------- --- Configuration: 0202-1001 --- Distance from that configuration: [0.76130039] @@ -21073,14 +21338,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.8428586507307 --- Workload: 434491000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 125 in the X datas point --------------- - --- Configuration: 2022-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10534122128.398308 - --- Energy: 50.34000387088341 - --- Workload: 530288000000.0 --------------- --- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point -------------- --- Configuration: 0220-2022 @@ -21090,16 +21347,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 840691000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 121 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 0110-1001 + --- Energy efficiency: 7487495881.877265 + --- Energy: 41.820066635010036 + --- Workload: 313127000000.0 -------------- --- 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 +--- 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 '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] @@ -21109,57 +21366,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3003-0002' --- Neighbour 0 in the list of neghbours, And at position 85 in the X datas point @@ -21194,7 +21451,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.78293727571249 --- Workload: 240648000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 3000-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point -------------- --- Configuration: 0003-1001 --- Distance from that configuration: [0.76130039] @@ -21202,7 +21467,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.44253148500697 --- Workload: 370545000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 18 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.76130039] @@ -21210,7 +21475,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.060137396486432 --- Workload: 29553800000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 35 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.76130039] @@ -21218,7 +21483,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.239529117166907 --- Workload: 29535500000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 --- Distance from that configuration: [0.76130039] @@ -21226,7 +21491,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 55 in the X datas point -------------- --- Configuration: 2002-0101 --- Distance from that configuration: [0.76130039] @@ -21234,14 +21499,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 47.4541739001796 --- Workload: 424732000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 74 in the X datas point --------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 --------------- --- 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 -------------- @@ -21259,7 +21516,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.239529117166907 --- Workload: 29535500000.0 -------------- ---- 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 197 in the X datas point +-------------- + --- Configuration: 3000-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 --- Distance from that configuration: [0.83375292] @@ -21267,18 +21532,10 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point --------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 --------------- --- Neighbour 4 in the list of neghbours, And at position 126 in the X datas point -------------- --- Configuration: 0003-0001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 5256269415.345153 --- Energy: 45.78293727571249 --- Workload: 240648000000.0 @@ -21343,57 +21600,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 86 in the X datas point @@ -21428,7 +21685,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.74164741869377 --- Workload: 250128000000.0 -------------- ---- 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 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 10 in the X datas point -------------- --- Configuration: 0011-0111 --- Distance from that configuration: [0.76130039] @@ -21436,7 +21709,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.74428137607953 --- Workload: 454872000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point -------------- --- Configuration: 1110-0000 --- Distance from that configuration: [0.76130039] @@ -21444,7 +21717,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.668041259477853 --- Workload: 89102900000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 48 in the X datas point -------------- --- Configuration: 0111-0000 --- Distance from that configuration: [0.76130039] @@ -21452,7 +21725,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.0701934667281 --- Workload: 125814000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 55 in the X datas point -------------- --- Configuration: 2002-0101 --- Distance from that configuration: [0.76130039] @@ -21460,22 +21733,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 47.4541739001796 --- Workload: 424732000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point --------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 111 in the X datas point --------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 --------------- --- 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 -------------- @@ -21485,13 +21742,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.668041259477853 --- Workload: 89102900000.0 -------------- ---- 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 190 in the X datas point -------------- - --- Configuration: 0110-0100 + --- Configuration: 0111-0001 --- Distance from that configuration: [1.] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 -------------- --- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point -------------- @@ -21501,7 +21758,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.74164741869377 --- Workload: 250128000000.0 -------------- ---- 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 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point -------------- --- Configuration: 0111-0000 --- Distance from that configuration: [0.83375292] @@ -21509,18 +21774,10 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.0701934667281 --- Workload: 125814000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 99 in the X datas point --------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 --------------- --- Neighbour 5 in the list of neghbours, And at position 86 in the X datas point -------------- --- Configuration: 1111-0101 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 9080672696.233337 --- Energy: 45.44863666563364 --- Workload: 412706000000.0 @@ -21558,16 +21815,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 644582000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 99 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 0111-0000 + --- Energy efficiency: 3139835723.7949314 + --- Energy: 40.0701934667281 + --- Workload: 125814000000.0 -------------- --- 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 +--- 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] @@ -21577,57 +21834,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -21811,57 +22068,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 88 in the X datas point @@ -22045,57 +22302,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0011-2200' --- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point @@ -22279,57 +22536,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '2222-2200' --- Neighbour 0 in the list of neghbours, And at position 90 in the X datas point @@ -22388,7 +22645,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 57.359112207692405 --- Workload: 654747000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 1111-3300 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9442424814.692413 + --- Energy: 43.80740929766881 + --- Workload: 413650000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 22 in the X datas point -------------- --- Configuration: 3333-3000 --- Distance from that configuration: [0.76130039] @@ -22396,7 +22661,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 66.34289826476824 --- Workload: 623684000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 43 in the X datas point -------------- --- Configuration: 2200-2000 --- Distance from that configuration: [0.76130039] @@ -22404,14 +22669,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.93355197432356 --- Workload: 185980000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 63 in the X datas point --------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '2222-2200' --- Neighbour 0 in the list of neghbours, And at position 43 in the X datas point -------------- @@ -22421,22 +22678,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.93355197432356 --- Workload: 185980000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 63 in the X datas point --------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 107 in the X datas point -------------- --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 8782098570.274353 --- Energy: 43.085080854083536 --- Workload: 378377000000.0 -------------- +--- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 1111-3300 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9442424814.692413 + --- Energy: 43.80740929766881 + --- Workload: 413650000000.0 +-------------- --- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point -------------- --- Configuration: 2220-2220 @@ -22472,7 +22729,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 7 in the list of neghbours, And at position 160 in the X datas point -------------- --- Configuration: 0222-2220 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 11414873580.275099 --- Energy: 57.359112207692405 --- Workload: 654747000000.0 @@ -22513,57 +22770,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 91 in the X datas point @@ -22574,7 +22831,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.74164741869377 --- Workload: 250128000000.0 -------------- ---- 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 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 --- Distance from that configuration: [0.83375292] @@ -22582,7 +22847,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.82652071469574 --- Workload: 335276000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 53 in the X datas point -------------- --- Configuration: 0011-0000 --- Distance from that configuration: [0.83375292] @@ -22590,7 +22855,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.5448803510097 --- Workload: 81112900000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point -------------- --- Configuration: 2002-0100 --- Distance from that configuration: [0.83375292] @@ -22598,7 +22863,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.016301664202444 --- Workload: 304426000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 86 in the X datas point -------------- --- Configuration: 1111-0101 --- Distance from that configuration: [0.83375292] @@ -22606,7 +22871,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.44863666563364 --- Workload: 412706000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 107 in the X datas point -------------- --- Configuration: 1011-2200 --- Distance from that configuration: [0.83375292] @@ -22614,7 +22879,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.085080854083536 --- Workload: 378377000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 128 in the X datas point -------------- --- Configuration: 1111-0101 --- Distance from that configuration: [0.83375292] @@ -22622,54 +22887,46 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.5763010995366 --- Workload: 418853000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 10 in the X datas point --------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 --------------- ---- 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 175 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: 1000-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 191 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: 0011-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 -------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '1011-0100' ---- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 1000-0000 + --- Configuration: 0011-0000 --- Distance from that configuration: [1.] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 -------------- --- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point -------------- --- Configuration: 0011-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [1.] --- Energy efficiency: 2745412415.8531094 --- Energy: 29.5448803510097 --- Workload: 81112900000.0 -------------- ---- 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 175 in the X datas point -------------- - --- Configuration: 1110-0000 + --- Configuration: 1000-0100 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 -------------- --- Neighbour 3 in the list of neghbours, And at position 91 in the X datas point -------------- @@ -22679,7 +22936,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.74164741869377 --- Workload: 250128000000.0 -------------- ---- 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 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 70 in the X datas point -------------- --- Configuration: 2002-0100 --- Distance from that configuration: [0.83375292] @@ -22687,7 +22952,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.016301664202444 --- Workload: 304426000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 107 in the X datas point -------------- --- Configuration: 1011-2200 --- Distance from that configuration: [0.83375292] @@ -22695,7 +22960,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.085080854083536 --- Workload: 378377000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 --- Distance from that configuration: [0.83375292] @@ -22703,41 +22968,33 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.82652071469574 --- Workload: 335276000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 86 in the X datas point -------------- --- Configuration: 1111-0101 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 9080672696.233337 --- Energy: 45.44863666563364 --- Workload: 412706000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 128 in the X datas point -------------- --- Configuration: 1111-0101 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8622547962.923044 --- Energy: 48.5763010995366 --- Workload: 418853000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 10 in the X datas point --------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 --------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 70 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 195 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 1011-0100 + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 -------------- --- 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 +--- 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] @@ -22747,57 +23004,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0033-2200' --- Neighbour 0 in the list of neghbours, And at position 92 in the X datas point @@ -22808,7 +23065,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.96771726749321 --- Workload: 499893000000.0 -------------- ---- 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 176 in the X datas point +-------------- + --- Configuration: 0030-2200 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6743861400.160503 + --- Energy: 41.3450979000584 + --- Workload: 278825000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 1 in the X datas point -------------- --- Configuration: 0033-3000 --- Distance from that configuration: [0.83375292] @@ -22816,7 +23081,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.35616382684589 --- Workload: 371205000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 79 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 79 in the X datas point -------------- --- Configuration: 0030-2000 --- Distance from that configuration: [0.83375292] @@ -22824,7 +23089,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.93660318178646 --- Workload: 172823000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 120 in the X datas point -------------- --- Configuration: 2022-2200 --- Distance from that configuration: [0.83375292] @@ -22832,7 +23097,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.18755172966964 --- Workload: 530930000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point -------------- --- Configuration: 0033-0220 --- Distance from that configuration: [0.83375292] @@ -22840,7 +23105,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.697236073290554 --- Workload: 500528000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point -------------- --- Configuration: 3333-3300 --- Distance from that configuration: [0.76130039] @@ -22848,7 +23113,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 75.09852863759252 --- Workload: 748237000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 61 in the X datas point -------------- --- Configuration: 3000-2200 --- Distance from that configuration: [0.76130039] @@ -22856,7 +23121,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.79271109577192 --- Workload: 278971000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 90 in the X datas point -------------- --- Configuration: 2222-2200 --- Distance from that configuration: [0.76130039] @@ -22864,7 +23129,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.84120579706395 --- Workload: 617498000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 102 in the X datas point -------------- --- Configuration: 0020-2000 --- Distance from that configuration: [0.76130039] @@ -22872,14 +23137,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.41951635507749 --- Workload: 150321000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 114 in the X datas point --------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0033-2200' --- Neighbour 0 in the list of neghbours, And at position 102 in the X datas point -------------- @@ -22892,12 +23149,20 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 1 in the list of neghbours, And at position 79 in the X datas point -------------- --- Configuration: 0030-2000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 4809102669.532892 --- Energy: 35.93660318178646 --- Workload: 172823000000.0 -------------- ---- 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 176 in the X datas point +-------------- + --- Configuration: 0030-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6743861400.160503 + --- Energy: 41.3450979000584 + --- Workload: 278825000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 61 in the X datas point -------------- --- Configuration: 3000-2200 --- Distance from that configuration: [0.83375292] @@ -22905,14 +23170,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.79271109577192 --- Workload: 278971000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 114 in the X datas point --------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 --------------- --- Neighbour 4 in the list of neghbours, And at position 120 in the X datas point -------------- --- Configuration: 2022-2200 @@ -22924,7 +23181,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 5 in the list of neghbours, And at position 1 in the X datas point -------------- --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6957102505.948323 --- Energy: 53.35616382684589 --- Workload: 371205000000.0 @@ -22981,57 +23238,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0101-0330' --- Neighbour 0 in the list of neghbours, And at position 93 in the X datas point @@ -23215,57 +23472,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 94 in the X datas point @@ -23449,57 +23706,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1101-2000' --- Neighbour 0 in the list of neghbours, And at position 95 in the X datas point @@ -23574,22 +23831,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 67.2428641168314 --- Workload: 679060000000.0 -------------- ---- 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 167 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: 2200-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 -------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '1101-2000' ---- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 1100-0000 + --- Configuration: 2200-2000 --- Distance from that configuration: [1.] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 -------------- --- Neighbour 1 in the list of neghbours, And at position 42 in the X datas point -------------- @@ -23658,7 +23915,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point -------------- --- Configuration: 1111-2002 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 10098612955.510561 --- Energy: 67.2428641168314 --- Workload: 679060000000.0 @@ -23683,57 +23940,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0333-0011' --- Neighbour 0 in the list of neghbours, And at position 96 in the X datas point @@ -23752,7 +24009,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.541753106093076 --- Workload: 500822000000.0 -------------- ---- 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 178 in the X datas point +-------------- + --- Configuration: 0333-0002 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8955437741.79682 + --- Energy: 70.26399021141525 + --- Workload: 629243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 3333-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 --- Distance from that configuration: [0.76130039] @@ -23760,7 +24033,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 61.00540758755291 --- Workload: 502499000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -23768,7 +24041,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point -------------- --- Configuration: 3333-0000 --- Distance from that configuration: [0.76130039] @@ -23776,7 +24049,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.045602086542516 --- Workload: 489874000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 56 in the X datas point -------------- --- Configuration: 0303-0000 --- Distance from that configuration: [0.76130039] @@ -23784,7 +24057,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point -------------- --- Configuration: 3303-1011 --- Distance from that configuration: [0.76130039] @@ -23792,7 +24065,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 73.37868558375581 --- Workload: 750499000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point -------------- --- Configuration: 0003-0001 --- Distance from that configuration: [0.76130039] @@ -23800,64 +24073,40 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.78293727571249 --- Workload: 240648000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 132 in the X datas point --------------- - --- Configuration: 0300-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point --------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0333-0011' ---- Neighbour 0 in the list of neghbours, And at position 132 in the X datas point --------------- - --- Configuration: 0300-0010 - --- Distance from that configuration: [1.] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 56 in the X datas point -------------- --- Configuration: 0303-0000 - --- Distance from that configuration: [0.91310072] + --- Distance from that configuration: [1.] --- Energy efficiency: 5363512027.675722 --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 126 in the X datas point -------------- --- Configuration: 0003-0001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 5256269415.345153 --- Energy: 45.78293727571249 --- Workload: 240648000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point -------------- --- Configuration: 3333-0000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8296551953.00833 --- Energy: 59.045602086542516 --- Workload: 489874000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 139 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 139 in the X datas point -------------- --- Configuration: 0033-0011 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8411277841.329655 --- Energy: 59.541753106093076 --- Workload: 500822000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -23865,7 +24114,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 --- Distance from that configuration: [0.76130039] @@ -23873,6 +24122,14 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 61.00540758755291 --- Workload: 502499000000.0 -------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 3333-0001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 +-------------- --- Neighbour 7 in the list of neghbours, And at position 96 in the X datas point -------------- --- Configuration: 0333-0011 @@ -23881,7 +24138,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.95120166169613 --- Workload: 633609000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 0333-0002 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8955437741.79682 + --- Energy: 70.26399021141525 + --- Workload: 629243000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point -------------- --- Configuration: 3303-1011 --- Distance from that configuration: [0.76130039] @@ -23889,25 +24154,17 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 73.37868558375581 --- Workload: 750499000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point --------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 --------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 139 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 11 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 3303-0001 + --- Energy efficiency: 8321129010.784183 + --- Energy: 59.94594005320708 + --- Workload: 498819000000.0 -------------- --- 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 +--- 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 '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] @@ -23917,57 +24174,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 97 in the X datas point @@ -23978,7 +24235,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.66357196918862 --- Workload: 506686000000.0 -------------- ---- 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 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 98 in the X datas point -------------- --- Configuration: 1011-3030 --- Distance from that configuration: [0.91310072] @@ -23986,7 +24251,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.90551410725298 --- Workload: 380626000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point -------------- --- Configuration: 1111-3330 --- Distance from that configuration: [0.91310072] @@ -23994,7 +24259,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.989818506242955 --- Workload: 548186000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 1011-0330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 68 in the X datas point -------------- --- Configuration: 1001-2220 --- Distance from that configuration: [0.83375292] @@ -24002,7 +24283,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.735447078258076 --- Workload: 465069000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point -------------- --- Configuration: 1011-2200 --- Distance from that configuration: [0.83375292] @@ -24010,7 +24291,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.085080854083536 --- Workload: 378377000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 122 in the X datas point -------------- --- Configuration: 1110-3330 --- Distance from that configuration: [0.83375292] @@ -24018,7 +24299,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.7061517933472 --- Workload: 467887000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point -------------- --- Configuration: 2022-0330 --- Distance from that configuration: [0.83375292] @@ -24026,46 +24307,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.81557674440745 --- Workload: 528993000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 9 in the X datas point --------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 --------------- ---- Neighbour 8 in the list of neghbours, And at position 26 in the X datas point --------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 89 in the X datas point --------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '1011-3330' ---- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 187 in the X datas point -------------- - --- Configuration: 0011-2200 + --- Configuration: 1011-3030 --- Distance from that configuration: [1.] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 -------------- ---- 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 185 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: 1011-0330 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 -------------- --- Neighbour 2 in the list of neghbours, And at position 98 in the X datas point -------------- @@ -24078,23 +24335,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 3 in the list of neghbours, And at position 107 in the X datas point -------------- --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 8782098570.274353 --- Energy: 43.085080854083536 --- Workload: 378377000000.0 -------------- ---- 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 196 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: 1011-3330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 -------------- --- Neighbour 5 in the list of neghbours, And at position 122 in the X datas point -------------- --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 9413093613.215984 --- Energy: 49.7061517933472 --- Workload: 467887000000.0 @@ -24110,7 +24367,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 7 in the list of neghbours, And at position 159 in the X datas point -------------- --- Configuration: 1111-3330 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 10965958375.4152 --- Energy: 49.989818506242955 --- Workload: 548186000000.0 @@ -24118,7 +24375,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point -------------- --- Configuration: 1011-3330 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 10000990098.019703 --- Energy: 50.66357196918862 --- Workload: 506686000000.0 @@ -24126,22 +24383,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 9 in the list of neghbours, And at position 68 in the X datas point -------------- --- Configuration: 1001-2220 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 9166575000.916658 --- Energy: 50.735447078258076 --- Workload: 465069000000.0 -------------- -------------- ---- 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 196 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 1011-3330 + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 -------------- --- 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 +--- 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 '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] @@ -24151,57 +24408,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 98 in the X datas point @@ -24212,7 +24469,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.90551410725298 --- Workload: 380626000000.0 -------------- ---- 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 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 97 in the X datas point -------------- --- Configuration: 1011-3330 --- Distance from that configuration: [0.91310072] @@ -24220,7 +24485,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.66357196918862 --- Workload: 506686000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 101 in the X datas point -------------- --- Configuration: 0011-3000 --- Distance from that configuration: [0.83375292] @@ -24228,7 +24501,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.94259902860859 --- Workload: 244660000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 117 in the X datas point -------------- --- Configuration: 2020-3030 --- Distance from that configuration: [0.83375292] @@ -24236,7 +24509,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.87227309237855 --- Workload: 315295000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 159 in the X datas point -------------- --- Configuration: 1111-3330 --- Distance from that configuration: [0.83375292] @@ -24244,7 +24517,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.989818506242955 --- Workload: 548186000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 1011-0330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 --- Distance from that configuration: [0.76130039] @@ -24252,7 +24533,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 47 in the X datas point -------------- --- Configuration: 1001-2000 --- Distance from that configuration: [0.76130039] @@ -24260,30 +24541,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 39.7073615035878 --- Workload: 207911000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 68 in the X datas point --------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 --------------- ---- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point --------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point --------------- - --- Configuration: 0011-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '1011-3030' --- Neighbour 0 in the list of neghbours, And at position 101 in the X datas point -------------- @@ -24296,7 +24553,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point -------------- --- Configuration: 1001-2000 - --- Distance from that configuration: [0.91310072] + --- Distance from that configuration: [1.] --- Energy efficiency: 5236095548.271565 --- Energy: 39.7073615035878 --- Workload: 207911000000.0 @@ -24304,7 +24561,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point -------------- --- Configuration: 2020-3030 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 7529950377.627011 --- Energy: 41.87227309237855 --- Workload: 315295000000.0 @@ -24312,12 +24569,28 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 7249844128.351241 --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- 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 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 1011-0330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 98 in the X datas point -------------- --- Configuration: 1011-3030 --- Distance from that configuration: [0.83375292] @@ -24325,15 +24598,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.90551410725298 --- Workload: 380626000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 159 in the X datas point -------------- --- Configuration: 1111-3330 --- Distance from that configuration: [0.76130039] @@ -24341,7 +24614,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.989818506242955 --- Workload: 548186000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point -------------- --- Configuration: 1011-3330 --- Distance from that configuration: [0.76130039] @@ -24349,33 +24622,17 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.66357196918862 --- Workload: 506686000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point --------------- - --- Configuration: 0011-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 --------------- --------------- ---- Median at position 4 in the list of neghbours, And at position 98 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 187 in the X datas point -------------- --- Configuration: 1011-3030 - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.90551410725298 mAh) it is NOT far from the median. ---- Median :42.90551410725298, the gap is : 10 +--- 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 '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] @@ -24385,57 +24642,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0010-0101' --- Neighbour 0 in the list of neghbours, And at position 99 in the X datas point @@ -24486,7 +24743,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.98663362868059 --- Workload: 278542000000.0 -------------- ---- 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 193 in the X datas point +-------------- + --- Configuration: 0010-0222 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9876153040.867521 + --- Energy: 82.55859277633934 + --- Workload: 815359000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 --- Distance from that configuration: [0.76130039] @@ -24494,7 +24759,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.82652071469574 --- Workload: 335276000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.76130039] @@ -24502,7 +24767,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.299284062105812 --- Workload: 0.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.76130039] @@ -24510,32 +24775,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.027102694886654 --- Workload: 0.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 32 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0010-0101' ---- Neighbour 0 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 17 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [1.] --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 --------------- ---- Neighbour 1 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 2 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.83375292] @@ -24543,7 +24792,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.299284062105812 --- Workload: 0.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 111 in the X datas point -------------- --- Configuration: 0110-0100 --- Distance from that configuration: [0.83375292] @@ -24551,7 +24800,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.42009012551951 --- Workload: 182855000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 71 in the X datas point -------------- --- Configuration: 0000-0001 --- Distance from that configuration: [0.83375292] @@ -24559,7 +24808,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.588916806469584 --- Workload: 118205000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 99 in the X datas point -------------- --- Configuration: 0010-0101 --- Distance from that configuration: [0.83375292] @@ -24567,23 +24816,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.37346586900227 --- Workload: 275426000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point -------------- --- Configuration: 0010-0011 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6634071263.19351 --- Energy: 41.98663362868059 --- Workload: 278542000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7650055845.407672 --- Energy: 43.82652071469574 --- Workload: 335276000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 10 in the X datas point -------------- --- Configuration: 0011-0111 --- Distance from that configuration: [0.76130039] @@ -24591,7 +24840,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.74428137607953 --- Workload: 454872000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 8 in the X datas point -------------- --- Configuration: 0020-0202 --- Distance from that configuration: [0.76130039] @@ -24599,17 +24848,25 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 66.44909360627778 --- Workload: 537560000000.0 -------------- +--- Neighbour 9 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 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: 0000-0001 - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 +-------------- +--- Median at position 4 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 0010-0101 + --- Energy efficiency: 6657080470.788732 + --- Energy: 41.37346586900227 + --- Workload: 275426000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.588916806469584 mAh) it is NOT far from the median. ---- Median :35.588916806469584, the gap is : 10 +--- 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] @@ -24619,57 +24876,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0110-0010' --- Neighbour 0 in the list of neghbours, And at position 100 in the X datas point @@ -24853,57 +25110,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0011-3000' --- Neighbour 0 in the list of neghbours, And at position 101 in the X datas point @@ -24962,7 +25219,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 37.38840673928198 --- Workload: 249811000000.0 -------------- ---- 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 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 --- Distance from that configuration: [0.76130039] @@ -24970,7 +25235,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 25 in the X datas point -------------- --- Configuration: 0000-3300 --- Distance from that configuration: [0.76130039] @@ -24978,14 +25243,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05795824330537 --- Workload: 243499000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 47 in the X datas point --------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 --------------- --- 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 -------------- @@ -25019,15 +25276,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 38.132247384977575 --- Workload: 207799000000.0 -------------- ---- Neighbour 4 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 5 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 --- Distance from that configuration: [0.83375292] @@ -25035,7 +25284,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 25 in the X datas point -------------- --- Configuration: 0000-3300 --- Distance from that configuration: [0.83375292] @@ -25043,14 +25292,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05795824330537 --- Workload: 243499000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 89 in the X datas point -------------- --- Configuration: 0011-2200 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7849108733.703288 --- Energy: 42.07381484773657 --- Workload: 330242000000.0 -------------- +--- Neighbour 7 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- --- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point -------------- --- Configuration: 0010-3300 @@ -25068,16 +25325,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 380626000000.0 -------------- -------------- ---- 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 12 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 0022-0030 + --- Energy efficiency: 7249844128.351241 + --- Energy: 42.05401520354165 + --- Workload: 304885000000.0 -------------- --- 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 +--- 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 '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] @@ -25087,57 +25344,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0020-2000' --- Neighbour 0 in the list of neghbours, And at position 102 in the X datas point @@ -25156,7 +25413,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.93660318178646 --- Workload: 172823000000.0 -------------- ---- 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 200 in the X datas point +-------------- + --- Configuration: 0220-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point -------------- --- Configuration: 2000-2000 --- Distance from that configuration: [0.83375292] @@ -25164,7 +25429,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.241340818491324 --- Workload: 150528000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 66 in the X datas point -------------- --- Configuration: 0000-2000 --- Distance from that configuration: [0.83375292] @@ -25172,7 +25437,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.40657570372512 --- Workload: 117941000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 --- Distance from that configuration: [0.83375292] @@ -25180,7 +25445,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.301162810596125 --- Workload: 404596000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 121 in the X datas point -------------- --- Configuration: 0020-1100 --- Distance from that configuration: [0.83375292] @@ -25188,7 +25453,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.85807704041302 --- Workload: 279201000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 130 in the X datas point -------------- --- Configuration: 2020-1000 --- Distance from that configuration: [0.83375292] @@ -25196,7 +25461,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.65163368892841 --- Workload: 208093000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 137 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 137 in the X datas point -------------- --- Configuration: 1010-2000 --- Distance from that configuration: [0.83375292] @@ -25204,43 +25469,35 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.48607288213239 --- Workload: 177462000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 1 in the X datas point --------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 --------------- ---- 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 176 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: 0030-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6743861400.160503 + --- Energy: 41.3450979000584 + --- Workload: 278825000000.0 -------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0020-2000' ---- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point --------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 130 in the X datas point -------------- --- Configuration: 2020-1000 - --- Distance from that configuration: [0.91310072] + --- Distance from that configuration: [1.] --- Energy efficiency: 6005284650.492433 --- Energy: 34.65163368892841 --- Workload: 208093000000.0 -------------- +--- Neighbour 1 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 0220-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 +-------------- --- Neighbour 2 in the list of neghbours, And at position 66 in the X datas point -------------- --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 3331046015.069652 --- Energy: 35.40657570372512 --- Workload: 117941000000.0 @@ -25277,7 +25534,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.241340818491324 --- Workload: 150528000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 0030-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6743861400.160503 + --- Energy: 41.3450979000584 + --- Workload: 278825000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 121 in the X datas point -------------- --- Configuration: 0020-1100 --- Distance from that configuration: [0.83375292] @@ -25285,22 +25550,14 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.85807704041302 --- Workload: 279201000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8376542330.856669 --- Energy: 48.301162810596125 --- Workload: 404596000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 1 in the X datas point --------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 --------------- -------------- --- Median at position 4 in the list of neghbours, And at position 137 in the X datas point -------------- @@ -25321,57 +25578,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3303-1011' --- Neighbour 0 in the list of neghbours, And at position 103 in the X datas point @@ -25414,7 +25671,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 83.54140347554512 --- Workload: 962694000000.0 -------------- ---- 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 172 in the X datas point +-------------- + --- Configuration: 3303-0111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10225586667.47108 + --- Energy: 73.36262541667716 + --- Workload: 750176000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 0303-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 15 in the X datas point -------------- --- Configuration: 0003-1001 --- Distance from that configuration: [0.76130039] @@ -25422,7 +25695,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.44253148500697 --- Workload: 370545000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point -------------- --- Configuration: 3300-1000 --- Distance from that configuration: [0.76130039] @@ -25430,7 +25703,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.78276420172299 --- Workload: 186062000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 77 in the X datas point -------------- --- Configuration: 0303-1000 --- Distance from that configuration: [0.76130039] @@ -25438,22 +25711,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.6166443408558 --- Workload: 371471000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 80 in the X datas point --------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 82 in the X datas point --------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 --------------- --- 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 -------------- @@ -25463,31 +25720,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.78276420172299 --- Workload: 186062000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 80 in the X datas point --------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 82 in the X datas point --------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 --------------- ---- Neighbour 3 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point -------------- --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 6928278461.367919 --- Energy: 53.6166443408558 --- Workload: 371471000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 15 in the X datas point -------------- --- Configuration: 0003-1001 --- Distance from that configuration: [0.83375292] @@ -25495,30 +25736,46 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.44253148500697 --- Workload: 370545000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 0303-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8321129010.784183 --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8236960890.90969 --- Energy: 61.00540758755291 --- Workload: 502499000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 14 in the X datas point -------------- --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 9340120487.55429 --- Energy: 67.3857084084629 --- Workload: 629393000000.0 -------------- +--- Neighbour 7 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 3303-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10225586667.47108 + --- Energy: 73.36262541667716 + --- Workload: 750176000000.0 +-------------- --- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point -------------- --- Configuration: 3303-1011 @@ -25536,16 +25793,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 962694000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 15 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 11 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 3303-0001 + --- Energy efficiency: 8321129010.784183 + --- Energy: 59.94594005320708 + --- Workload: 498819000000.0 -------------- --- 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 :54.44253148500697, the gap is : 10 +--- 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] @@ -25555,57 +25812,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -25789,57 +26046,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0110-1001' --- Neighbour 0 in the list of neghbours, And at position 105 in the X datas point @@ -25866,7 +26123,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.562953026807364 --- Workload: 312668000000.0 -------------- ---- 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 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point -------------- --- Configuration: 1110-0000 --- Distance from that configuration: [0.76130039] @@ -25874,7 +26139,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.668041259477853 --- Workload: 89102900000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point -------------- --- Configuration: 1100-1000 --- Distance from that configuration: [0.76130039] @@ -25882,7 +26147,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.68430426428569 --- Workload: 218185000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 48 in the X datas point -------------- --- Configuration: 0111-0000 --- Distance from that configuration: [0.76130039] @@ -25890,7 +26155,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.0701934667281 --- Workload: 125814000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 65 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 65 in the X datas point -------------- --- Configuration: 0000-1000 --- Distance from that configuration: [0.76130039] @@ -25898,7 +26163,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.44774676664167 --- Workload: 111489000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 71 in the X datas point -------------- --- Configuration: 0000-0001 --- Distance from that configuration: [0.76130039] @@ -25906,7 +26171,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.588916806469584 --- Workload: 118205000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 82 in the X datas point -------------- --- Configuration: 0202-1001 --- Distance from that configuration: [0.76130039] @@ -25914,14 +26179,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.8428586507307 --- Workload: 434491000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 99 in the X datas point --------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 --------------- --- 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 -------------- @@ -25947,7 +26204,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.588916806469584 --- Workload: 118205000000.0 -------------- ---- 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 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point -------------- --- Configuration: 1100-1000 --- Distance from that configuration: [0.76130039] @@ -25955,7 +26220,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.68430426428569 --- Workload: 218185000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 48 in the X datas point -------------- --- Configuration: 0111-0000 --- Distance from that configuration: [0.76130039] @@ -25963,14 +26228,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.0701934667281 --- Workload: 125814000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point --------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 --------------- --- Neighbour 6 in the list of neghbours, And at position 152 in the X datas point -------------- --- Configuration: 1100-1001 @@ -26004,16 +26261,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 434491000000.0 -------------- -------------- ---- 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 42 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 1100-1000 + --- Energy efficiency: 5947637003.818383 + --- Energy: 36.68430426428569 + --- Workload: 218185000000.0 -------------- --- 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 +--- 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 '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] @@ -26023,57 +26280,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3330-2202' --- Neighbour 0 in the list of neghbours, And at position 106 in the X datas point @@ -26116,7 +26373,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.07329975259821 --- Workload: 347637000000.0 -------------- ---- 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 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 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point -------------- --- Configuration: 3333-3300 --- Distance from that configuration: [0.76130039] @@ -26124,7 +26389,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 75.09852863759252 --- Workload: 748237000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point -------------- --- Configuration: 3330-3000 --- Distance from that configuration: [0.76130039] @@ -26132,7 +26397,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 37.40635012737015 --- Workload: 217816000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point -------------- --- Configuration: 3300-2000 --- Distance from that configuration: [0.76130039] @@ -26140,7 +26405,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.9852979298838 --- Workload: 185914000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 49 in the X datas point -------------- --- Configuration: 3000-0202 --- Distance from that configuration: [0.76130039] @@ -26148,14 +26413,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 64.35822134376 --- Workload: 537670000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 61 in the X datas point --------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '3330-2202' --- Neighbour 0 in the list of neghbours, And at position 41 in the X datas point -------------- @@ -26181,13 +26438,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.07329975259821 --- Workload: 347637000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 3000-2200 + --- Configuration: 3030-1101 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Energy efficiency: 9152396555.037937 + --- Energy: 48.568093302538465 + --- Workload: 444514000000.0 -------------- --- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point -------------- @@ -26200,7 +26457,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 5 in the list of neghbours, And at position 49 in the X datas point -------------- --- Configuration: 3000-0202 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8354358468.81318 --- Energy: 64.35822134376 --- Workload: 537670000000.0 @@ -26257,57 +26514,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1011-2200' --- Neighbour 0 in the list of neghbours, And at position 107 in the X datas point @@ -26491,57 +26748,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 108 in the X datas point @@ -26568,7 +26825,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.30048338737668 --- Workload: 217901000000.0 -------------- ---- 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 168 in the X datas point +-------------- + --- Configuration: 0330-0300 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5127442585.46165 + --- Energy: 35.649584213611206 + --- Workload: 182791000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point -------------- --- Configuration: 2222-0220 --- Distance from that configuration: [0.76130039] @@ -26576,7 +26841,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.74622776577034 --- Workload: 617864000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 --- Distance from that configuration: [0.76130039] @@ -26584,7 +26849,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point -------------- --- Configuration: 3333-3300 --- Distance from that configuration: [0.76130039] @@ -26592,7 +26857,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 75.09852863759252 --- Workload: 748237000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 72 in the X datas point -------------- --- Configuration: 0101-0200 --- Distance from that configuration: [0.76130039] @@ -26600,7 +26865,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 37.334916995372765 --- Workload: 207187000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 90 in the X datas point -------------- --- Configuration: 2222-2200 --- Distance from that configuration: [0.76130039] @@ -26608,7 +26873,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.84120579706395 --- Workload: 617498000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point -------------- --- Configuration: 0101-0330 --- Distance from that configuration: [0.76130039] @@ -26616,24 +26881,24 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.51302006574951 --- Workload: 334929000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 119 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '0222-0300' +--- Neighbour 0 in the list of neghbours, And at position 168 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: 0330-0300 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5127442585.46165 + --- Energy: 35.649584213611206 + --- Workload: 182791000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0222-0300' ---- Neighbour 0 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point -------------- --- Configuration: 2220-0300 - --- Distance from that configuration: [1.] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6002689204.763734 --- Energy: 36.30048338737668 --- Workload: 217901000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 72 in the X datas point -------------- --- Configuration: 0101-0200 --- Distance from that configuration: [0.83375292] @@ -26641,7 +26906,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 37.334916995372765 --- Workload: 207187000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 131 in the X datas point -------------- --- Configuration: 0202-0200 --- Distance from that configuration: [0.83375292] @@ -26649,7 +26914,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.5630522502661 --- Workload: 304712000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 --- Distance from that configuration: [0.76130039] @@ -26657,7 +26922,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 93 in the X datas point -------------- --- Configuration: 0101-0330 --- Distance from that configuration: [0.76130039] @@ -26665,7 +26930,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.51302006574951 --- Workload: 334929000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 108 in the X datas point -------------- --- Configuration: 0222-0300 --- Distance from that configuration: [0.76130039] @@ -26673,7 +26938,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.43833566298026 --- Workload: 423547000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 90 in the X datas point -------------- --- Configuration: 2222-2200 --- Distance from that configuration: [0.76130039] @@ -26681,7 +26946,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.84120579706395 --- Workload: 617498000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 3 in the X datas point -------------- --- Configuration: 2222-0220 --- Distance from that configuration: [0.76130039] @@ -26689,14 +26954,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.74622776577034 --- Workload: 617864000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 119 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 @@ -26706,16 +26963,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 748237000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 93 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 12 in the X datas point -------------- - --- Configuration: 0101-0330 - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Configuration: 0022-0030 + --- Energy efficiency: 7249844128.351241 + --- Energy: 42.05401520354165 + --- Workload: 304885000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.51302006574951 mAh) it is NOT far from the median. ---- Median :42.51302006574951, the gap is : 10 +--- 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] @@ -26725,57 +26982,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0011-2022' --- Neighbour 0 in the list of neghbours, And at position 109 in the X datas point @@ -26959,57 +27216,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '3003-3330' --- Neighbour 0 in the list of neghbours, And at position 110 in the X datas point @@ -27044,7 +27301,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.474892742303716 --- Workload: 274951000000.0 -------------- ---- 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 173 in the X datas point +-------------- + --- Configuration: 3003-0220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8528930131.004368 + --- Energy: 58.99281399223083 + --- Workload: 503147000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 0002-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9147875405.936972 + --- Energy: 51.28673303694986 + --- Workload: 469163000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point -------------- --- Configuration: 3333-3300 --- Distance from that configuration: [0.76130039] @@ -27052,7 +27325,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 75.09852863759252 --- Workload: 748237000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point -------------- --- Configuration: 3000-3000 --- Distance from that configuration: [0.76130039] @@ -27060,7 +27333,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.1860248822606 --- Workload: 150171000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point -------------- --- Configuration: 3000-2200 --- Distance from that configuration: [0.76130039] @@ -27068,7 +27341,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.79271109577192 --- Workload: 278971000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point -------------- --- Configuration: 2022-0330 --- Distance from that configuration: [0.76130039] @@ -27076,22 +27349,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.81557674440745 --- Workload: 528993000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 1 in the X datas point --------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.69514393] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 22 in the X datas point --------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.69514393] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 --------------- --- 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 -------------- @@ -27128,7 +27385,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 4 in the list of neghbours, And at position 31 in the X datas point -------------- --- Configuration: 3000-3330 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8224428196.629629 --- Energy: 49.410116578739654 --- Workload: 406369000000.0 @@ -27136,20 +27393,28 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 5 in the list of neghbours, And at position 146 in the X datas point -------------- --- Configuration: 2022-0330 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 10619025470.794495 --- Energy: 49.81557674440745 --- Workload: 528993000000.0 -------------- ---- 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 194 in the X datas point -------------- - --- Configuration: 0033-3000 + --- Configuration: 0002-3330 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Energy efficiency: 9147875405.936972 + --- Energy: 51.28673303694986 + --- Workload: 469163000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 3003-0220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8528930131.004368 + --- Energy: 58.99281399223083 + --- Workload: 503147000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 110 in the X datas point -------------- --- Configuration: 3003-3330 --- Distance from that configuration: [0.76130039] @@ -27157,18 +27422,10 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.99051868650201 --- Workload: 617264000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 22 in the X datas point --------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.69514393] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 --------------- --- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point -------------- --- Configuration: 3333-3300 - --- Distance from that configuration: [0.69514393] + --- Distance from that configuration: [0.76130039] --- Energy efficiency: 9963434196.49885 --- Energy: 75.09852863759252 --- Workload: 748237000000.0 @@ -27193,57 +27450,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0110-0100' --- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point @@ -27427,57 +27684,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0200-0100' --- Neighbour 0 in the list of neghbours, And at position 112 in the X datas point @@ -27661,57 +27918,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '2220-3330' --- Neighbour 0 in the list of neghbours, And at position 113 in the X datas point @@ -27895,57 +28152,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0020-2220' --- Neighbour 0 in the list of neghbours, And at position 114 in the X datas point @@ -27996,7 +28253,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 57.359112207692405 --- Workload: 654747000000.0 -------------- ---- 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 176 in the X datas point +-------------- + --- Configuration: 0030-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6743861400.160503 + --- Energy: 41.3450979000584 + --- Workload: 278825000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 0020-1111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10017249703.99027 + --- Energy: 53.486611373072236 + --- Workload: 535789000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 6 in the X datas point -------------- --- Configuration: 0020-0010 --- Distance from that configuration: [0.76130039] @@ -28004,7 +28277,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.82601141845538 --- Workload: 147255000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point -------------- --- Configuration: 0020-0202 --- Distance from that configuration: [0.76130039] @@ -28012,22 +28285,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 66.44909360627778 --- Workload: 537560000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point --------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point --------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0020-2220' --- Neighbour 0 in the list of neghbours, And at position 102 in the X datas point -------------- @@ -28045,7 +28302,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.82601141845538 --- Workload: 147255000000.0 -------------- ---- 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 176 in the X datas point +-------------- + --- Configuration: 0030-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6743861400.160503 + --- Energy: 41.3450979000584 + --- Workload: 278825000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 121 in the X datas point -------------- --- Configuration: 0020-1100 --- Distance from that configuration: [0.83375292] @@ -28053,7 +28318,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.85807704041302 --- Workload: 279201000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 157 in the X datas point -------------- --- Configuration: 2020-0220 --- Distance from that configuration: [0.83375292] @@ -28061,14 +28326,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.10385161103808 --- Workload: 314406000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point --------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 --------------- --- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 @@ -28077,22 +28334,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.301162810596125 --- Workload: 404596000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 26 in the X datas point --------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 --------------- ---- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 115 in the X datas point -------------- --- Configuration: 2220-2220 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 9479212087.891254 --- Energy: 49.57175430186782 --- Workload: 469901000000.0 -------------- +--- Neighbour 7 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 0020-1111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10017249703.99027 + --- Energy: 53.486611373072236 + --- Workload: 535789000000.0 +-------------- --- Neighbour 8 in the list of neghbours, And at position 160 in the X datas point -------------- --- Configuration: 0222-2220 @@ -28110,16 +28367,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 537560000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 9 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 157 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 2020-0220 + --- Energy efficiency: 7467367603.572389 + --- Energy: 42.10385161103808 + --- Workload: 314406000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.64544340651106 mAh) it is NOT far from the median. ---- Median :42.64544340651106, the gap is : 10 +--- 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 '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] @@ -28129,57 +28386,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '2220-2220' --- Neighbour 0 in the list of neghbours, And at position 115 in the X datas point @@ -28363,57 +28620,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0002-3000' --- Neighbour 0 in the list of neghbours, And at position 116 in the X datas point @@ -28456,7 +28713,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.94259902860859 --- Workload: 244660000000.0 -------------- ---- 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 194 in the X datas point +-------------- + --- Configuration: 0002-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9147875405.936972 + --- Energy: 51.28673303694986 + --- Workload: 469163000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 --- Distance from that configuration: [0.76130039] @@ -28464,7 +28729,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 25 in the X datas point -------------- --- Configuration: 0000-3300 --- Distance from that configuration: [0.76130039] @@ -28472,7 +28737,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05795824330537 --- Workload: 243499000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point -------------- --- Configuration: 3000-3000 --- Distance from that configuration: [0.76130039] @@ -28480,7 +28745,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.1860248822606 --- Workload: 150171000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 47 in the X datas point -------------- --- Configuration: 1001-2000 --- Distance from that configuration: [0.76130039] @@ -28488,14 +28753,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 39.7073615035878 --- Workload: 207911000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point --------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 --------------- --- 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 -------------- @@ -28540,7 +28797,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point -------------- --- Configuration: 2002-2000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7263008047.412917 --- Energy: 41.829225389075674 --- Workload: 303807000000.0 @@ -28561,7 +28818,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05795824330537 --- Workload: 243499000000.0 -------------- ---- 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 194 in the X datas point +-------------- + --- Configuration: 0002-3330 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9147875405.936972 + --- Energy: 51.28673303694986 + --- Workload: 469163000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 1 in the X datas point -------------- --- Configuration: 0033-3000 --- Distance from that configuration: [0.76130039] @@ -28569,14 +28834,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.35616382684589 --- Workload: 371205000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point --------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 --------------- -------------- --- Median at position 4 in the list of neghbours, And at position 47 in the X datas point -------------- @@ -28597,57 +28854,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '2020-3030' --- Neighbour 0 in the list of neghbours, And at position 117 in the X datas point @@ -28682,7 +28939,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.20594289132612 --- Workload: 470964000000.0 -------------- ---- 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 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 --- Distance from that configuration: [0.76130039] @@ -28690,7 +28955,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point -------------- --- Configuration: 3330-3000 --- Distance from that configuration: [0.76130039] @@ -28698,7 +28963,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 37.40635012737015 --- Workload: 217816000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point -------------- --- Configuration: 3000-3000 --- Distance from that configuration: [0.76130039] @@ -28706,7 +28971,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.1860248822606 --- Workload: 150171000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 31 in the X datas point -------------- --- Configuration: 3000-3330 --- Distance from that configuration: [0.76130039] @@ -28714,7 +28979,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.410116578739654 --- Workload: 406369000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 59 in the X datas point -------------- --- Configuration: 2000-2000 --- Distance from that configuration: [0.76130039] @@ -28722,14 +28987,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.241340818491324 --- Workload: 150528000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 88 in the X datas point --------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '2020-3030' --- Neighbour 0 in the list of neghbours, And at position 158 in the X datas point -------------- @@ -28766,7 +29023,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 4 in the list of neghbours, And at position 117 in the X datas point -------------- --- Configuration: 2020-3030 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7529950377.627011 --- Energy: 41.87227309237855 --- Workload: 315295000000.0 @@ -28779,7 +29036,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 98 in the X datas point -------------- --- Configuration: 1011-3030 --- Distance from that configuration: [0.76130039] @@ -28787,7 +29052,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.90551410725298 --- Workload: 380626000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point -------------- --- Configuration: 2220-3330 --- Distance from that configuration: [0.76130039] @@ -28795,7 +29060,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.20594289132612 --- Workload: 470964000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 31 in the X datas point -------------- --- Configuration: 3000-3330 --- Distance from that configuration: [0.76130039] @@ -28803,14 +29068,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.410116578739654 --- Workload: 406369000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 88 in the X datas point --------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 --------------- -------------- --- Median at position 4 in the list of neghbours, And at position 117 in the X datas point -------------- @@ -28831,57 +29088,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '1001-2002' --- Neighbour 0 in the list of neghbours, And at position 118 in the X datas point @@ -29065,57 +29322,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '0333-0030' --- Neighbour 0 in the list of neghbours, And at position 119 in the X datas point @@ -29190,24 +29447,32 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 64.97706889442466 --- Workload: 626356000000.0 -------------- ---- 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 168 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.69514393] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 0330-0300 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5127442585.46165 + --- Energy: 35.649584213611206 + --- Workload: 182791000000.0 -------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0333-0030' ---- Neighbour 0 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point -------------- - --- Configuration: 3330-0030 + --- 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 144 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 1 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point -------------- --- Configuration: 0220-0020 --- Distance from that configuration: [0.83375292] @@ -29215,15 +29480,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.67117347490831 --- Workload: 184845000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.76130039] --- Energy efficiency: 7249844128.351241 --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 108 in the X datas point -------------- --- Configuration: 0222-0300 --- Distance from that configuration: [0.76130039] @@ -29231,7 +29496,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.43833566298026 --- Workload: 423547000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 1 in the X datas point -------------- --- Configuration: 0033-3000 --- Distance from that configuration: [0.76130039] @@ -29239,14 +29504,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.35616382684589 --- Workload: 371205000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 3 in the X datas point --------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 --------------- --- Neighbour 6 in the list of neghbours, And at position 119 in the X datas point -------------- --- Configuration: 0333-0030 @@ -29274,24 +29531,24 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 9 in the list of neghbours, And at position 22 in the X datas point -------------- --- Configuration: 3333-3000 - --- Distance from that configuration: [0.69514393] + --- Distance from that configuration: [0.76130039] --- Energy efficiency: 9400881802.713095 --- Energy: 66.34289826476824 --- Workload: 623684000000.0 -------------- -------------- ---- 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 108 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 0222-0300 + --- Energy efficiency: 9750580159.519491 + --- Energy: 43.43833566298026 + --- Workload: 423547000000.0 -------------- --- 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 '0333-0030' - --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0] is not an abberant point. +--- The energy of the current configuration (58.764018507515395 mAh) is far from the median. +--- Median :43.43833566298026, 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' *** START computing ci exp matrix @@ -29299,57 +29556,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [1. ]]] --- Ordered by distance, Printing the list of the 10 first neighbours of '2022-2200' --- Neighbour 0 in the list of neghbours, And at position 120 in the X datas point @@ -29533,57 +29790,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 121 in the X datas point @@ -29634,7 +29891,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.65163368892841 --- Workload: 208093000000.0 -------------- ---- 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 176 in the X datas point +-------------- + --- Configuration: 0030-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6743861400.160503 + --- Energy: 41.3450979000584 + --- Workload: 278825000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 0020-1111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10017249703.99027 + --- Energy: 53.486611373072236 + --- Workload: 535789000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 5 in the X datas point -------------- --- Configuration: 0030-0000 --- Distance from that configuration: [0.76130039] @@ -29642,7 +29915,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point -------------- --- Configuration: 0020-0010 --- Distance from that configuration: [0.76130039] @@ -29650,22 +29923,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.82601141845538 --- Workload: 147255000000.0 -------------- ---- Neighbour 8 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 --------------- ---- Neighbour 9 in the list of neghbours, And at position 60 in the X datas point --------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 --------------- --- 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 -------------- @@ -29699,7 +29956,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.82601141845538 --- Workload: 147255000000.0 -------------- ---- 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 176 in the X datas point +-------------- + --- Configuration: 0030-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6743861400.160503 + --- Energy: 41.3450979000584 + --- Workload: 278825000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 121 in the X datas point -------------- --- Configuration: 0020-1100 --- Distance from that configuration: [0.83375292] @@ -29707,7 +29972,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.85807704041302 --- Workload: 279201000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 69 in the X datas point -------------- --- Configuration: 0200-1100 --- Distance from that configuration: [0.83375292] @@ -29715,18 +29980,10 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.722378810206706 --- Workload: 279405000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point --------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 --------------- --- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7650055845.407672 --- Energy: 43.82652071469574 --- Workload: 335276000000.0 @@ -29739,25 +29996,25 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.301162810596125 --- Workload: 404596000000.0 -------------- ---- 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 182 in the X datas point -------------- - --- Configuration: 0020-0202 + --- Configuration: 0020-1111 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Energy efficiency: 10017249703.99027 + --- Energy: 53.486611373072236 + --- Workload: 535789000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 121 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 176 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- 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 (41.85807704041302 mAh) it is NOT far from the median. ---- Median :41.85807704041302, the gap is : 10 +--- 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 '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] @@ -29767,57 +30024,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 122 in the X datas point @@ -29868,7 +30125,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.07453960416718 --- Workload: 347206000000.0 -------------- ---- 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 192 in the X datas point +-------------- + --- Configuration: 1111-3300 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9442424814.692413 + --- Energy: 43.80740929766881 + --- Workload: 413650000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point -------------- --- Configuration: 0010-3300 --- Distance from that configuration: [0.76130039] @@ -29876,7 +30149,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.64544340651106 --- Workload: 278594000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point -------------- --- Configuration: 0000-3330 --- Distance from that configuration: [0.76130039] @@ -29884,40 +30157,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.682465076838824 --- Workload: 373189000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point --------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point --------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '1110-3330' ---- Neighbour 0 in the list of neghbours, And at position 117 in the X datas point --------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [1.] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 142 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 142 in the X datas point -------------- --- Configuration: 2220-0330 - --- Distance from that configuration: [0.91310072] + --- Distance from that configuration: [1.] --- Energy efficiency: 8252186829.509821 --- Energy: 42.07453960416718 --- Workload: 347206000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point -------------- --- Configuration: 0010-3300 --- Distance from that configuration: [0.91310072] @@ -29925,15 +30174,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.64544340651106 --- Workload: 278594000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 192 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: 1111-3300 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 9442424814.692413 + --- Energy: 43.80740929766881 + --- Workload: 413650000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 26 in the X datas point -------------- --- Configuration: 0000-3330 --- Distance from that configuration: [0.83375292] @@ -29941,7 +30190,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.682465076838824 --- Workload: 373189000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point -------------- --- Configuration: 2220-3330 --- Distance from that configuration: [0.83375292] @@ -29949,10 +30198,18 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.20594289132612 --- Workload: 470964000000.0 -------------- +--- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- --- Neighbour 6 in the list of neghbours, And at position 115 in the X datas point -------------- --- Configuration: 2220-2220 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 9479212087.891254 --- Energy: 49.57175430186782 --- Workload: 469901000000.0 @@ -29960,7 +30217,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 7 in the list of neghbours, And at position 122 in the X datas point -------------- --- Configuration: 1110-3330 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 9413093613.215984 --- Energy: 49.7061517933472 --- Workload: 467887000000.0 @@ -29982,16 +30239,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 506686000000.0 -------------- -------------- ---- 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 113 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 2220-3330 + --- Energy efficiency: 9571301409.852697 + --- Energy: 49.20594289132612 + --- Workload: 470964000000.0 -------------- --- 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 +--- 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 '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] @@ -30001,57 +30258,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 123 in the X datas point @@ -30110,7 +30367,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 67.2428641168314 --- Workload: 679060000000.0 -------------- ---- 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 166 in the X datas point +-------------- + --- Configuration: 0222-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9969791531.659073 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 0220-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 --- Distance from that configuration: [0.76130039] @@ -30118,32 +30391,24 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.82652071469574 --- Workload: 335276000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 47 in the X datas point --------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '0111-2000' +--- Neighbour 0 in the list of neghbours, And at position 200 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: 0220-2000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0111-2000' ---- Neighbour 0 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 101 in the X datas point -------------- --- Configuration: 0011-3000 - --- Distance from that configuration: [1.] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6806981239.9597025 --- Energy: 35.94259902860859 --- Workload: 244660000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 95 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 95 in the X datas point -------------- --- Configuration: 1101-2000 --- Distance from that configuration: [0.83375292] @@ -30151,7 +30416,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.70897651674008 --- Workload: 249187000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 123 in the X datas point -------------- --- Configuration: 0111-2000 --- Distance from that configuration: [0.83375292] @@ -30159,14 +30424,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 37.38840673928198 --- Workload: 249811000000.0 -------------- ---- 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 48 in the X datas point -------------- --- Configuration: 0111-0000 @@ -30183,7 +30440,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.07381484773657 --- Workload: 330242000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 0222-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9969791531.659073 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point -------------- --- Configuration: 0101-2020 --- Distance from that configuration: [0.83375292] @@ -30191,22 +30456,14 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.37670883350873 --- Workload: 362938000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7650055845.407672 --- Energy: 43.82652071469574 --- Workload: 335276000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 50 in the X datas point --------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 --------------- --- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point -------------- --- Configuration: 1111-2002 @@ -30235,57 +30492,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 124 in the X datas point @@ -30304,7 +30561,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.96771726749321 --- Workload: 499893000000.0 -------------- ---- 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 173 in the X datas point +-------------- + --- Configuration: 3003-0220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8528930131.004368 + --- Energy: 58.99281399223083 + --- Workload: 503147000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point -------------- --- Configuration: 2222-0220 --- Distance from that configuration: [0.76130039] @@ -30312,7 +30577,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.74622776577034 --- Workload: 617864000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 --- Distance from that configuration: [0.76130039] @@ -30320,7 +30585,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 --- Distance from that configuration: [0.76130039] @@ -30328,7 +30593,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.301162810596125 --- Workload: 404596000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 119 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 119 in the X datas point -------------- --- Configuration: 0333-0030 --- Distance from that configuration: [0.76130039] @@ -30336,7 +30601,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 58.764018507515395 --- Workload: 498189000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 139 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point -------------- --- Configuration: 0033-0011 --- Distance from that configuration: [0.76130039] @@ -30344,7 +30609,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.541753106093076 --- Workload: 500822000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 146 in the X datas point -------------- --- Configuration: 2022-0330 --- Distance from that configuration: [0.76130039] @@ -30352,7 +30617,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.81557674440745 --- Workload: 528993000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 157 in the X datas point -------------- --- Configuration: 2020-0220 --- Distance from that configuration: [0.76130039] @@ -30360,14 +30625,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.10385161103808 --- Workload: 314406000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 160 in the X datas point --------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 --------------- --- 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 -------------- @@ -30388,7 +30645,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 2 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8376542330.856669 --- Energy: 48.301162810596125 --- Workload: 404596000000.0 @@ -30409,15 +30666,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.74622776577034 --- Workload: 617864000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 160 in the X datas point --------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 --------------- ---- Neighbour 6 in the list of neghbours, And at position 119 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 119 in the X datas point -------------- --- Configuration: 0333-0030 --- Distance from that configuration: [0.76130039] @@ -30425,6 +30674,14 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 58.764018507515395 --- Workload: 498189000000.0 -------------- +--- Neighbour 6 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 3003-0220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8528930131.004368 + --- Energy: 58.99281399223083 + --- Workload: 503147000000.0 +-------------- --- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point -------------- --- Configuration: 0033-0011 @@ -30469,57 +30726,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 125 in the X datas point @@ -30703,57 +30960,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 126 in the X datas point @@ -30804,64 +31061,56 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.541753106093076 --- Workload: 500822000000.0 -------------- ---- 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 177 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: 0202-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7543867590.03606 + --- Energy: 40.37867051197721 + --- Workload: 304611000000.0 -------------- ---- 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 197 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: 3000-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 -------------- ---- 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 201 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: 0303-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 -------------- ---- 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 2 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 0303-0100 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Energy efficiency: 6956231392.081026 + --- Energy: 53.38267358149647 + --- Workload: 371343000000.0 -------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0003-0001' ---- Neighbour 0 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 197 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 3000-0001 --- Distance from that configuration: [1.] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 -------------- ---- 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 177 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 0202-0001 --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point + --- Energy efficiency: 7543867590.03606 + --- Energy: 40.37867051197721 + --- Workload: 304611000000.0 -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 --------------- ---- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point -------------- --- Configuration: 0303-0000 --- Distance from that configuration: [0.83375292] @@ -30869,7 +31118,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point -------------- --- Configuration: 0003-0001 --- Distance from that configuration: [0.83375292] @@ -30877,7 +31126,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.78293727571249 --- Workload: 240648000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 2 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] @@ -30885,18 +31134,26 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.38267358149647 --- Workload: 371343000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point -------------- --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6806147312.252427 --- Energy: 54.44253148500697 --- Workload: 370545000000.0 -------------- +--- Neighbour 6 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 0303-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 +-------------- --- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point -------------- --- Configuration: 0033-0011 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8411277841.329655 --- Energy: 59.541753106093076 --- Workload: 500822000000.0 @@ -30904,7 +31161,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8321129010.784183 --- Energy: 59.94594005320708 --- Workload: 498819000000.0 @@ -30918,16 +31175,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 499771000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 126 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 0303-0100 + --- Energy efficiency: 6956231392.081026 + --- Energy: 53.38267358149647 + --- Workload: 371343000000.0 -------------- --- 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 +--- 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] @@ -30937,57 +31194,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 127 in the X datas point @@ -31171,57 +31428,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 86 in the X datas point @@ -31256,7 +31513,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.74164741869377 --- Workload: 250128000000.0 -------------- ---- 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 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 10 in the X datas point -------------- --- Configuration: 0011-0111 --- Distance from that configuration: [0.76130039] @@ -31264,7 +31537,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.74428137607953 --- Workload: 454872000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point -------------- --- Configuration: 1110-0000 --- Distance from that configuration: [0.76130039] @@ -31272,7 +31545,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.668041259477853 --- Workload: 89102900000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 48 in the X datas point -------------- --- Configuration: 0111-0000 --- Distance from that configuration: [0.76130039] @@ -31280,7 +31553,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.0701934667281 --- Workload: 125814000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 55 in the X datas point -------------- --- Configuration: 2002-0101 --- Distance from that configuration: [0.76130039] @@ -31288,22 +31561,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 47.4541739001796 --- Workload: 424732000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point --------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 111 in the X datas point --------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 --------------- --- 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 -------------- @@ -31313,13 +31570,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.668041259477853 --- Workload: 89102900000.0 -------------- ---- 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 190 in the X datas point -------------- - --- Configuration: 0110-0100 + --- Configuration: 0111-0001 --- Distance from that configuration: [1.] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 -------------- --- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point -------------- @@ -31329,7 +31586,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.74164741869377 --- Workload: 250128000000.0 -------------- ---- 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 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point -------------- --- Configuration: 0111-0000 --- Distance from that configuration: [0.83375292] @@ -31337,18 +31602,10 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.0701934667281 --- Workload: 125814000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 99 in the X datas point --------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 --------------- --- Neighbour 5 in the list of neghbours, And at position 86 in the X datas point -------------- --- Configuration: 1111-0101 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 9080672696.233337 --- Energy: 45.44863666563364 --- Workload: 412706000000.0 @@ -31386,16 +31643,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 644582000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 99 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 0111-0000 + --- Energy efficiency: 3139835723.7949314 + --- Energy: 40.0701934667281 + --- Workload: 125814000000.0 -------------- --- 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 +--- 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] @@ -31405,57 +31662,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 129 in the X datas point @@ -31474,7 +31731,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.59789292409111 --- Workload: 117748000000.0 -------------- ---- 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 181 in the X datas point +-------------- + --- Configuration: 1100-3000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5338401255.591975 + --- Energy: 35.023609845408956 + --- Workload: 186970000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 25 in the X datas point -------------- --- Configuration: 0000-3300 --- Distance from that configuration: [0.83375292] @@ -31482,7 +31747,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05795824330537 --- Workload: 243499000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 66 in the X datas point -------------- --- Configuration: 0000-2000 --- Distance from that configuration: [0.83375292] @@ -31490,7 +31755,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.40657570372512 --- Workload: 117941000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point -------------- --- Configuration: 0010-3300 --- Distance from that configuration: [0.76130039] @@ -31498,7 +31763,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.64544340651106 --- Workload: 278594000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 26 in the X datas point -------------- --- Configuration: 0000-3330 --- Distance from that configuration: [0.76130039] @@ -31506,7 +31771,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.682465076838824 --- Workload: 373189000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point -------------- --- Configuration: 2200-2000 --- Distance from that configuration: [0.76130039] @@ -31514,7 +31779,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.93355197432356 --- Workload: 185980000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 67 in the X datas point -------------- --- Configuration: 0000-2200 --- Distance from that configuration: [0.76130039] @@ -31522,7 +31787,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.51731520413714 --- Workload: 243375000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point -------------- --- Configuration: 0101-2020 --- Distance from that configuration: [0.76130039] @@ -31530,14 +31795,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.37670883350873 --- Workload: 362938000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 94 in the X datas point --------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0100-3000' --- Neighbour 0 in the list of neghbours, And at position 129 in the X datas point -------------- @@ -31547,18 +31804,18 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.94046355190528 --- Workload: 149976000000.0 -------------- ---- 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 181 in the X datas point -------------- - --- Configuration: 0100-0200 + --- Configuration: 1100-3000 --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Energy efficiency: 5338401255.591975 + --- Energy: 35.023609845408956 + --- Workload: 186970000000.0 -------------- --- Neighbour 2 in the list of neghbours, And at position 66 in the X datas point -------------- --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 3331046015.069652 --- Energy: 35.40657570372512 --- Workload: 117941000000.0 @@ -31574,7 +31831,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point -------------- --- Configuration: 2200-2000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 5035525633.343237 --- Energy: 36.93355197432356 --- Workload: 185980000000.0 @@ -31639,57 +31896,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 130 in the X datas point @@ -31873,57 +32130,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 131 in the X datas point @@ -32107,57 +32364,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 132 in the X datas point @@ -32176,7 +32433,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.495214714826176 --- Workload: 129407000000.0 -------------- ---- 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 169 in the X datas point +-------------- + --- Configuration: 0300-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 --- Distance from that configuration: [0.83375292] @@ -32184,7 +32449,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 61.00540758755291 --- Workload: 502499000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.83375292] @@ -32192,7 +32457,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 51 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.83375292] @@ -32200,7 +32465,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.0248902377268 --- Workload: 60227600000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point -------------- --- Configuration: 0303-0000 --- Distance from that configuration: [0.83375292] @@ -32208,7 +32473,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 2 in the X datas point -------------- --- Configuration: 0303-0100 --- Distance from that configuration: [0.76130039] @@ -32216,7 +32481,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.38267358149647 --- Workload: 371343000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 5 in the X datas point -------------- --- Configuration: 0030-0000 --- Distance from that configuration: [0.76130039] @@ -32224,7 +32489,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point -------------- --- Configuration: 0020-0010 --- Distance from that configuration: [0.76130039] @@ -32232,24 +32497,24 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.82601141845538 --- Workload: 147255000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 14 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '0300-0010' +--- Neighbour 0 in the list of neghbours, And at position 169 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: 0300-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0300-0010' ---- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point -------------- --- Configuration: 3300-0000 - --- Distance from that configuration: [1.] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 2075033200.5312083 --- Energy: 29.0248902377268 --- Workload: 60227600000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point -------------- --- Configuration: 0030-0000 --- Distance from that configuration: [0.91310072] @@ -32257,7 +32522,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.83375292] @@ -32265,7 +32530,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 145 in the X datas point -------------- --- Configuration: 0200-0010 --- Distance from that configuration: [0.83375292] @@ -32273,7 +32538,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.495214714826176 --- Workload: 129407000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point -------------- --- Configuration: 0300-0010 --- Distance from that configuration: [0.83375292] @@ -32281,7 +32546,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.61491775303547 --- Workload: 122892000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point -------------- --- Configuration: 0020-0010 --- Distance from that configuration: [0.83375292] @@ -32289,7 +32554,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.82601141845538 --- Workload: 147255000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 56 in the X datas point -------------- --- Configuration: 0303-0000 --- Distance from that configuration: [0.76130039] @@ -32297,7 +32562,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point -------------- --- Configuration: 0303-0100 --- Distance from that configuration: [0.76130039] @@ -32305,7 +32570,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.38267358149647 --- Workload: 371343000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 --- Distance from that configuration: [0.76130039] @@ -32313,25 +32578,17 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 61.00540758755291 --- Workload: 502499000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 14 in the X datas point --------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 --------------- -------------- ---- 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 145 in the X datas point -------------- - --- Configuration: 0300-0010 - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Configuration: 0200-0010 + --- Energy efficiency: 3751444306.0578322 + --- Energy: 34.495214714826176 + --- Workload: 129407000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (34.61491775303547 mAh) it is NOT far from the median. ---- Median :34.61491775303547, the gap is : 10 +--- 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] @@ -32341,57 +32598,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 133 in the X datas point @@ -32418,7 +32675,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.20594289132612 --- Workload: 470964000000.0 -------------- ---- 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 194 in the X datas point +-------------- + --- Configuration: 0002-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9147875405.936972 + --- Energy: 51.28673303694986 + --- Workload: 469163000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point -------------- --- Configuration: 0000-3300 --- Distance from that configuration: [0.76130039] @@ -32426,7 +32691,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05795824330537 --- Workload: 243499000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 31 in the X datas point -------------- --- Configuration: 3000-3330 --- Distance from that configuration: [0.76130039] @@ -32434,7 +32699,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.410116578739654 --- Workload: 406369000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point -------------- --- Configuration: 0101-2220 --- Distance from that configuration: [0.76130039] @@ -32442,7 +32707,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.9191931692468 --- Workload: 449351000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 93 in the X datas point -------------- --- Configuration: 0101-0330 --- Distance from that configuration: [0.76130039] @@ -32450,7 +32715,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.51302006574951 --- Workload: 334929000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 --- Distance from that configuration: [0.76130039] @@ -32458,7 +32723,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.301162810596125 --- Workload: 404596000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 115 in the X datas point -------------- --- Configuration: 2220-2220 --- Distance from that configuration: [0.76130039] @@ -32466,14 +32731,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.57175430186782 --- Workload: 469901000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 122 in the X datas point --------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0200-3330' --- Neighbour 0 in the list of neghbours, And at position 25 in the X datas point -------------- @@ -32502,7 +32759,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 3 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8376542330.856669 --- Energy: 48.301162810596125 --- Workload: 404596000000.0 @@ -32547,13 +32804,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.57175430186782 --- Workload: 469901000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 1110-3330 + --- Configuration: 0002-3330 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Energy efficiency: 9147875405.936972 + --- Energy: 51.28673303694986 + --- Workload: 469163000000.0 -------------- -------------- --- Median at position 4 in the list of neghbours, And at position 26 in the X datas point @@ -32575,57 +32832,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 134 in the X datas point @@ -32668,7 +32925,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.07329975259821 --- Workload: 347637000000.0 -------------- ---- 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 179 in the X datas point +-------------- + --- Configuration: 3333-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 +-------------- +--- Neighbour 6 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 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -32676,7 +32949,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point -------------- --- Configuration: 3333-0000 --- Distance from that configuration: [0.76130039] @@ -32684,7 +32957,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.045602086542516 --- Workload: 489874000000.0 -------------- ---- 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 90 in the X datas point -------------- --- Configuration: 2222-2200 --- Distance from that configuration: [0.76130039] @@ -32692,22 +32965,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.84120579706395 --- Workload: 617498000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point --------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 125 in the X datas point --------------- - --- Configuration: 2022-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10534122128.398308 - --- Energy: 50.34000387088341 - --- Workload: 530288000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '3333-1101' --- Neighbour 0 in the list of neghbours, And at position 149 in the X datas point -------------- @@ -32717,13 +32974,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.07329975259821 --- Workload: 347637000000.0 -------------- ---- 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 183 in the X datas point -------------- - --- Configuration: 2022-1001 + --- Configuration: 3030-1101 --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10534122128.398308 - --- Energy: 50.34000387088341 - --- Workload: 530288000000.0 + --- Energy efficiency: 9152396555.037937 + --- Energy: 48.568093302538465 + --- Workload: 444514000000.0 -------------- --- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point -------------- @@ -32749,22 +33006,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- 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 179 in the X datas point +-------------- + --- Configuration: 3333-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 83 in the X datas point -------------- --- Configuration: 3003-1101 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 9428892010.8998 --- Energy: 67.46193459835338 --- Workload: 636090000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point --------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 --------------- --- Neighbour 7 in the list of neghbours, And at position 134 in the X datas point -------------- --- Configuration: 3333-1101 @@ -32809,57 +33066,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -33043,57 +33300,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 136 in the X datas point @@ -33277,57 +33534,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 137 in the X datas point @@ -33394,7 +33651,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.65163368892841 --- Workload: 208093000000.0 -------------- ---- 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 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point -------------- --- Configuration: 1000-1010 --- Distance from that configuration: [0.76130039] @@ -33402,14 +33667,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.85376093977719 --- Workload: 278621000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 9 in the X datas point --------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '1010-2000' --- Neighbour 0 in the list of neghbours, And at position 130 in the X datas point -------------- @@ -33467,18 +33724,18 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 39.7073615035878 --- Workload: 207911000000.0 -------------- ---- 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 180 in the X datas point -------------- - --- Configuration: 0010-3300 + --- Configuration: 1000-2200 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 -------------- --- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point -------------- --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6501654671.113798 --- Energy: 42.85376093977719 --- Workload: 278621000000.0 @@ -33511,57 +33768,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 138 in the X datas point @@ -33612,7 +33869,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 84.88778487940925 --- Workload: 873162000000.0 -------------- ---- 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 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 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point -------------- --- Configuration: 3330-3000 --- Distance from that configuration: [0.76130039] @@ -33620,7 +33885,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 37.40635012737015 --- Workload: 217816000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point -------------- --- Configuration: 3000-3000 --- Distance from that configuration: [0.76130039] @@ -33628,7 +33893,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.1860248822606 --- Workload: 150171000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point -------------- --- Configuration: 3300-2000 --- Distance from that configuration: [0.76130039] @@ -33636,14 +33901,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.9852979298838 --- Workload: 185914000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point --------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '3030-2002' --- Neighbour 0 in the list of neghbours, And at position 104 in the X datas point -------------- @@ -33669,15 +33926,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.1860248822606 --- Workload: 150171000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point --------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 --------------- ---- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point -------------- --- Configuration: 3000-2000 --- Distance from that configuration: [0.83375292] @@ -33685,7 +33934,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.96583597689362 --- Workload: 150045000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 41 in the X datas point -------------- --- Configuration: 3300-2000 --- Distance from that configuration: [0.83375292] @@ -33693,22 +33942,30 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.9852979298838 --- Workload: 185914000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point -------------- --- Configuration: 3330-3000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 5822958761.806049 --- Energy: 37.40635012737015 --- Workload: 217816000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point -------------- --- Configuration: 3030-1001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8447801037.389967 --- Energy: 43.884169684615244 --- Workload: 370724000000.0 -------------- +--- Neighbour 7 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 3030-1101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9152396555.037937 + --- Energy: 48.568093302538465 + --- Workload: 444514000000.0 +-------------- --- Neighbour 8 in the list of neghbours, And at position 138 in the X datas point -------------- --- Configuration: 3030-2002 @@ -33726,16 +33983,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 873162000000.0 -------------- -------------- ---- 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 41 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 3300-2000 + --- Energy efficiency: 5026691733.102776 + --- Energy: 36.9852979298838 + --- Workload: 185914000000.0 -------------- --- 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 :36.96583597689362, the gap is : 10 +--- Median :36.9852979298838, 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] @@ -33745,57 +34002,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 139 in the X datas point @@ -33979,57 +34236,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 140 in the X datas point @@ -34048,7 +34305,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.30338482528335 --- Workload: 576204000000.0 -------------- ---- 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 183 in the X datas point +-------------- + --- Configuration: 3030-1101 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 9152396555.037937 + --- Energy: 48.568093302538465 + --- Workload: 444514000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point -------------- --- Configuration: 3000-1000 --- Distance from that configuration: [0.83375292] @@ -34056,7 +34321,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.46450751429702 --- Workload: 194232000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point -------------- --- Configuration: 2022-1001 --- Distance from that configuration: [0.83375292] @@ -34064,7 +34329,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.34000387088341 --- Workload: 530288000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 130 in the X datas point -------------- --- Configuration: 2020-1000 --- Distance from that configuration: [0.83375292] @@ -34072,7 +34337,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 34.65163368892841 --- Workload: 208093000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point -------------- --- Configuration: 2000-1001 --- Distance from that configuration: [0.83375292] @@ -34080,46 +34345,38 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.03159908655608 --- Workload: 270449000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point --------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 --------------- ---- 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 189 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: 3030-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 -------------- ---- 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 197 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: 3000-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 -------------- ---- 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 5 in the X datas point -------------- - --- Configuration: 3330-0000 + --- Configuration: 0030-0000 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 -------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '3030-1001' ---- Neighbour 0 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 189 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 3030-0000 --- Distance from that configuration: [1.] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 -------------- --- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point -------------- @@ -34129,13 +34386,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.623247258891045 --- Workload: 29472300000.0 -------------- ---- 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 197 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: 3000-0001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 -------------- --- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point -------------- @@ -34164,27 +34421,27 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point -------------- --- Configuration: 3030-1001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8447801037.389967 --- Energy: 43.884169684615244 --- Workload: 370724000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 125 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 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 125 in the X datas point -------------- --- Configuration: 2022-1001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 10534122128.398308 --- Energy: 50.34000387088341 --- Workload: 530288000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 15 in the X datas point --------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 --------------- --- Neighbour 9 in the list of neghbours, And at position 138 in the X datas point -------------- --- Configuration: 3030-2002 @@ -34213,57 +34470,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 141 in the X datas point @@ -34314,64 +34571,48 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.648662348871625 --- Workload: 185167000000.0 -------------- ---- 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 193 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: 0010-0222 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9876153040.867521 + --- Energy: 82.55859277633934 + --- Workload: 815359000000.0 -------------- ---- 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 198 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: 1011-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8737821661.059898 + --- Energy: 42.79354542763764 + --- Workload: 373921000000.0 -------------- ---- 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 16 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.76130039] --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 + --- Energy: 30.299284062105812 --- Workload: 0.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 53 in the X datas point --------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 --------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0010-0011' ---- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point --------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point -------------- --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.76130039] --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 + --- Energy: 30.027102694886654 --- Workload: 0.0 -------------- ---- Neighbour 2 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 '0010-0011' +--- Neighbour 0 in the list of neghbours, And at position 17 in the X datas point -------------- --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [1.] --- Energy efficiency: 0.08333333333333333 --- Energy: 30.027102694886654 --- Workload: 0.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.83375292] @@ -34379,7 +34620,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.299284062105812 --- Workload: 0.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 71 in the X datas point -------------- --- Configuration: 0000-0001 --- Distance from that configuration: [0.83375292] @@ -34387,7 +34628,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.588916806469584 --- Workload: 118205000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 100 in the X datas point -------------- --- Configuration: 0110-0010 --- Distance from that configuration: [0.83375292] @@ -34395,31 +34636,39 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.648662348871625 --- Workload: 185167000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 6 in the X datas point -------------- --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 3998672440.749671 --- Energy: 36.82601141845538 --- Workload: 147255000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point -------------- --- Configuration: 0010-0101 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6657080470.788732 --- Energy: 41.37346586900227 --- Workload: 275426000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 141 in the X datas point -------------- --- Configuration: 0010-0011 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 6634071263.19351 --- Energy: 41.98663362868059 --- Workload: 278542000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 1011-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8737821661.059898 + --- Energy: 42.79354542763764 + --- Workload: 373921000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point -------------- --- Configuration: 0011-0111 --- Distance from that configuration: [0.76130039] @@ -34427,17 +34676,25 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.74428137607953 --- Workload: 454872000000.0 -------------- +--- Neighbour 9 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 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: 0000-0001 - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 +-------------- +--- Median at position 4 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 0020-0010 + --- Energy efficiency: 3998672440.749671 + --- Energy: 36.82601141845538 + --- Workload: 147255000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.588916806469584 mAh) it is NOT far from the median. ---- Median :35.588916806469584, the gap is : 10 +--- 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] @@ -34447,57 +34704,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 142 in the X datas point @@ -34681,57 +34938,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 143 in the X datas point @@ -34915,57 +35172,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 144 in the X datas point @@ -35149,57 +35406,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 145 in the X datas point @@ -35258,7 +35515,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.404255909220375 --- Workload: 150215000000.0 -------------- ---- 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 169 in the X datas point +-------------- + --- Configuration: 0300-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 --- Distance from that configuration: [0.76130039] @@ -35266,7 +35531,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 61.00540758755291 --- Workload: 502499000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point -------------- --- Configuration: 0000-0000 --- Distance from that configuration: [0.76130039] @@ -35274,22 +35539,14 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.299284062105812 --- Workload: 0.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0200-0010' ---- Neighbour 0 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 0300-0000 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 -------------- --- Neighbour 1 in the list of neghbours, And at position 37 in the X datas point -------------- @@ -35342,7 +35599,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 7 in the list of neghbours, And at position 76 in the X datas point -------------- --- Configuration: 0220-0020 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 5040602049.508794 --- Energy: 36.67117347490831 --- Workload: 184845000000.0 @@ -35383,57 +35640,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 146 in the X datas point @@ -35444,7 +35701,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.81557674440745 --- Workload: 528993000000.0 -------------- ---- 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 185 in the X datas point +-------------- + --- Configuration: 1011-0330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 3 in the X datas point -------------- --- Configuration: 2222-0220 --- Distance from that configuration: [0.83375292] @@ -35452,7 +35717,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.74622776577034 --- Workload: 617864000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 --- Distance from that configuration: [0.83375292] @@ -35460,7 +35725,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.05401520354165 --- Workload: 304885000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 97 in the X datas point -------------- --- Configuration: 1011-3330 --- Distance from that configuration: [0.83375292] @@ -35468,7 +35733,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.66357196918862 --- Workload: 506686000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 142 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point -------------- --- Configuration: 2220-0330 --- Distance from that configuration: [0.83375292] @@ -35476,7 +35741,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.07453960416718 --- Workload: 347206000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 157 in the X datas point -------------- --- Configuration: 2020-0220 --- Distance from that configuration: [0.83375292] @@ -35484,7 +35749,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.10385161103808 --- Workload: 314406000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 158 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 158 in the X datas point -------------- --- Configuration: 2020-0030 --- Distance from that configuration: [0.83375292] @@ -35492,7 +35757,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.10473595313148 --- Workload: 187327000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- --- Configuration: 1011-3030 --- Distance from that configuration: [0.76130039] @@ -35500,22 +35773,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.90551410725298 --- Workload: 380626000000.0 -------------- ---- 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 --------------- ---- Neighbour 9 in the list of neghbours, And at position 110 in the X datas point --------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '2022-0330' --- Neighbour 0 in the list of neghbours, And at position 158 in the X datas point -------------- @@ -35528,7 +35785,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point -------------- --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 7249844128.351241 --- Energy: 42.05401520354165 --- Workload: 304885000000.0 @@ -35549,7 +35806,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.10385161103808 --- Workload: 314406000000.0 -------------- ---- 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 185 in the X datas point +-------------- + --- Configuration: 1011-0330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 98 in the X datas point -------------- --- Configuration: 1011-3030 --- Distance from that configuration: [0.83375292] @@ -35557,15 +35822,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.90551410725298 --- Workload: 380626000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 0222-0300 + --- Configuration: 1011-3330 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point -------------- --- Configuration: 2022-0330 --- Distance from that configuration: [0.83375292] @@ -35573,15 +35838,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.81557674440745 --- Workload: 528993000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point -------------- --- Configuration: 1011-3330 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 10000990098.019703 --- Energy: 50.66357196918862 --- Workload: 506686000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 3 in the X datas point -------------- --- Configuration: 2222-0220 --- Distance from that configuration: [0.76130039] @@ -35589,25 +35854,17 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.74622776577034 --- Workload: 617864000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 110 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 +--- 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 98 in the X datas point --------------- - --- Configuration: 1011-3030 - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 1011-0330 + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.90551410725298 mAh) it is NOT far from the median. ---- Median :42.90551410725298, the gap is : 10 +--- 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] @@ -35617,57 +35874,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 147 in the X datas point @@ -35678,7 +35935,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 60.652013004669556 --- Workload: 690523000000.0 -------------- ---- 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 199 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11525411226.672567 + --- Energy: 59.99293901124158 + --- Workload: 691443000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 0020-1111 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10017249703.99027 + --- Energy: 53.486611373072236 + --- Workload: 535789000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point -------------- --- Configuration: 0011-0111 --- Distance from that configuration: [0.83375292] @@ -35686,7 +35959,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.74428137607953 --- Workload: 454872000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 184 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 13 in the X datas point -------------- --- Configuration: 0011-1100 --- Distance from that configuration: [0.76130039] @@ -35694,7 +35975,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.82652071469574 --- Workload: 335276000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 109 in the X datas point -------------- --- Configuration: 0011-2022 --- Distance from that configuration: [0.76130039] @@ -35702,7 +35983,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 84.69065283515172 --- Workload: 863842000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 --- Distance from that configuration: [0.76130039] @@ -35710,7 +35991,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.301162810596125 --- Workload: 404596000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 121 in the X datas point -------------- --- Configuration: 0020-1100 --- Distance from that configuration: [0.76130039] @@ -35718,7 +35999,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.85807704041302 --- Workload: 279201000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 125 in the X datas point -------------- --- Configuration: 2022-1001 --- Distance from that configuration: [0.76130039] @@ -35726,30 +36007,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 50.34000387088341 --- Workload: 530288000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point --------------- - --- Configuration: 0033-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 --------------- ---- Neighbour 8 in the list of neghbours, And at position 160 in the X datas point --------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point --------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '0022-1111' --- Neighbour 0 in the list of neghbours, And at position 121 in the X datas point -------------- @@ -35762,7 +36019,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point -------------- --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [1.] --- Energy efficiency: 7650055845.407672 --- Energy: 43.82652071469574 --- Workload: 335276000000.0 @@ -35770,7 +36027,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 2 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 8376542330.856669 --- Energy: 48.301162810596125 --- Workload: 404596000000.0 @@ -35778,7 +36035,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 3 in the list of neghbours, And at position 125 in the X datas point -------------- --- Configuration: 2022-1001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 10534122128.398308 --- Energy: 50.34000387088341 --- Workload: 530288000000.0 @@ -35786,42 +36043,42 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point -------------- --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8964027358.211496 --- Energy: 50.74428137607953 --- Workload: 454872000000.0 -------------- ---- 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 184 in the X datas point -------------- - --- Configuration: 0222-2220 + --- Configuration: 0002-0111 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Energy efficiency: 9116518219.361662 + --- Energy: 51.19519895467268 + --- Workload: 466724000000.0 -------------- ---- 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 182 in the X datas point -------------- - --- Configuration: 0033-0011 + --- Configuration: 0020-1111 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Energy efficiency: 10017249703.99027 + --- Energy: 53.486611373072236 + --- Workload: 535789000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 147 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 199 in the X datas point -------------- --- Configuration: 0022-1111 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Energy efficiency: 11525411226.672567 + --- Energy: 59.99293901124158 + --- Workload: 691443000000.0 -------------- ---- 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 147 in the X datas point -------------- - --- Configuration: 3333-1111 + --- Configuration: 0022-1111 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Energy efficiency: 11384996168.94879 + --- Energy: 60.652013004669556 + --- Workload: 690523000000.0 -------------- --- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point -------------- @@ -35851,57 +36108,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 148 in the X datas point @@ -35936,7 +36193,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.20594289132612 --- Workload: 470964000000.0 -------------- ---- 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 168 in the X datas point +-------------- + --- Configuration: 0330-0300 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5127442585.46165 + --- Energy: 35.649584213611206 + --- Workload: 182791000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 3 in the X datas point -------------- --- Configuration: 2222-0220 --- Distance from that configuration: [0.76130039] @@ -35944,7 +36209,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.74622776577034 --- Workload: 617864000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point -------------- --- Configuration: 3333-3300 --- Distance from that configuration: [0.76130039] @@ -35952,7 +36217,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 75.09852863759252 --- Workload: 748237000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point -------------- --- Configuration: 3330-3000 --- Distance from that configuration: [0.76130039] @@ -35960,7 +36225,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 37.40635012737015 --- Workload: 217816000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 90 in the X datas point -------------- --- Configuration: 2222-2200 --- Distance from that configuration: [0.76130039] @@ -35968,7 +36233,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.84120579706395 --- Workload: 617498000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 115 in the X datas point -------------- --- Configuration: 2220-2220 --- Distance from that configuration: [0.76130039] @@ -35976,32 +36241,32 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.57175430186782 --- Workload: 469901000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 122 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '2220-0300' +--- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 0330-0300 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5127442585.46165 + --- Energy: 35.649584213611206 + --- Workload: 182791000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2220-0300' ---- Neighbour 0 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point -------------- --- Configuration: 2220-0300 - --- Distance from that configuration: [1.] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 6002689204.763734 --- Energy: 36.30048338737668 --- Workload: 217901000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 28 in the X datas point -------------- --- Configuration: 3330-3000 - --- Distance from that configuration: [0.91310072] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 5822958761.806049 --- Energy: 37.40635012737015 --- Workload: 217816000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 142 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 142 in the X datas point -------------- --- Configuration: 2220-0330 --- Distance from that configuration: [0.83375292] @@ -36009,7 +36274,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.07453960416718 --- Workload: 347206000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 108 in the X datas point -------------- --- Configuration: 0222-0300 --- Distance from that configuration: [0.83375292] @@ -36017,7 +36282,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.43833566298026 --- Workload: 423547000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point -------------- --- Configuration: 2220-3330 --- Distance from that configuration: [0.76130039] @@ -36025,7 +36290,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.20594289132612 --- Workload: 470964000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 115 in the X datas point -------------- --- Configuration: 2220-2220 --- Distance from that configuration: [0.76130039] @@ -36033,14 +36298,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.57175430186782 --- Workload: 469901000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 122 in the X datas point --------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 --------------- --- Neighbour 7 in the list of neghbours, And at position 90 in the X datas point -------------- --- Configuration: 2222-2200 @@ -36066,18 +36323,18 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 748237000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 113 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 108 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 0222-0300 + --- Energy efficiency: 9750580159.519491 + --- Energy: 43.43833566298026 + --- Workload: 423547000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.30048338737668 mAh) is far from the median. ---- Median :49.20594289132612, the gap is : 10 ---- So yes we remove this configuration '2220-0300' ---- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0] is an abberant point. we don't add it +--- 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 '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' *** START computing ci exp matrix @@ -36085,57 +36342,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 149 in the X datas point @@ -36170,7 +36427,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 79.26313007840331 --- Workload: 867738000000.0 -------------- ---- 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 179 in the X datas point +-------------- + --- Configuration: 3333-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 +-------------- +--- Neighbour 5 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 +-------------- +--- 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] @@ -36178,7 +36451,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.76130039] @@ -36186,7 +36459,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point -------------- --- Configuration: 3333-0000 --- Distance from that configuration: [0.76130039] @@ -36194,7 +36467,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.045602086542516 --- Workload: 489874000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point -------------- --- Configuration: 2220-0000 --- Distance from that configuration: [0.76130039] @@ -36202,40 +36475,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.508250558695604 --- Workload: 92411200000.0 -------------- ---- 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 51 in the X datas point --------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '3330-0101' ---- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [1.] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point --------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] --- Energy efficiency: 1980229389.772511 --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 39 in the X datas point -------------- --- Configuration: 2220-0000 --- Distance from that configuration: [0.83375292] @@ -36243,7 +36492,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.508250558695604 --- Workload: 92411200000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point -------------- --- Configuration: 3330-0000 --- Distance from that configuration: [0.83375292] @@ -36251,18 +36500,26 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 32.51205394198035 --- Workload: 174825000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 149 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 149 in the X datas point -------------- --- Configuration: 3330-0101 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8262619084.997563 --- Energy: 42.07329975259821 --- Workload: 347637000000.0 -------------- +--- Neighbour 4 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 +-------------- --- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point -------------- --- Configuration: 3333-0000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 8296551953.00833 --- Energy: 59.045602086542516 --- Workload: 489874000000.0 @@ -36275,13 +36532,13 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- 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 179 in the X datas point -------------- - --- Configuration: 3000-0202 + --- Configuration: 3333-0001 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 -------------- --- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point -------------- @@ -36300,16 +36557,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 873162000000.0 -------------- -------------- ---- 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 183 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 3030-1101 + --- Energy efficiency: 9152396555.037937 + --- Energy: 48.568093302538465 + --- Workload: 444514000000.0 -------------- --- 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 +--- 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 '3330-0101' --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1] is not an abberant point. --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0] @@ -36319,57 +36576,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 150 in the X datas point @@ -36553,57 +36810,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 151 in the X datas point @@ -36787,57 +37044,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 152 in the X datas point @@ -36856,7 +37113,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.68430426428569 --- Workload: 218185000000.0 -------------- ---- 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 171 in the X datas point +-------------- + --- Configuration: 1100-1011 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 9277212383.22309 + --- Energy: 48.61244404745341 + --- Workload: 450987000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 36 in the X datas point -------------- --- Configuration: 1100-0000 --- Distance from that configuration: [0.83375292] @@ -36864,7 +37129,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.059275323795035 --- Workload: 60678300000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point -------------- --- Configuration: 1000-1000 --- Distance from that configuration: [0.83375292] @@ -36872,7 +37137,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.86022362180361 --- Workload: 149735000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 105 in the X datas point -------------- --- Configuration: 0110-1001 --- Distance from that configuration: [0.83375292] @@ -36880,7 +37145,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.820066635010036 --- Workload: 313127000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point -------------- --- Configuration: 2000-1001 --- Distance from that configuration: [0.83375292] @@ -36888,7 +37153,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.03159908655608 --- Workload: 270449000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 164 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 164 in the X datas point -------------- --- Configuration: 2200-1000 --- Distance from that configuration: [0.83375292] @@ -36896,7 +37161,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.164198939696966 --- Workload: 176632000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point -------------- --- Configuration: 1000-1010 --- Distance from that configuration: [0.76130039] @@ -36904,7 +37169,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.85376093977719 --- Workload: 278621000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 33 in the X datas point -------------- --- Configuration: 1000-0000 --- Distance from that configuration: [0.76130039] @@ -36912,14 +37177,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.543907709942122 --- Workload: 29470600000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point --------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '1100-1001' --- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point -------------- @@ -36937,23 +37194,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.059275323795035 --- Workload: 60678300000.0 -------------- ---- Neighbour 2 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 3 in the list of neghbours, And at position 164 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 164 in the X datas point -------------- --- Configuration: 2200-1000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 5023055826.242454 --- Energy: 35.164198939696966 --- Workload: 176632000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point -------------- --- Configuration: 1100-1000 --- Distance from that configuration: [0.83375292] @@ -36961,7 +37210,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.68430426428569 --- Workload: 218185000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point -------------- --- Configuration: 1000-1000 --- Distance from that configuration: [0.83375292] @@ -36969,7 +37218,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.86022362180361 --- Workload: 149735000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point -------------- --- Configuration: 2000-1001 --- Distance from that configuration: [0.83375292] @@ -36977,23 +37226,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.03159908655608 --- Workload: 270449000000.0 -------------- ---- 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 152 in the X datas point -------------- --- Configuration: 1100-1001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7522756337.9222145 --- Energy: 41.562953026807364 --- Workload: 312668000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point -------------- --- Configuration: 0110-1001 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7487495881.877265 --- Energy: 41.820066635010036 --- Workload: 313127000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point -------------- --- Configuration: 1000-1010 --- Distance from that configuration: [0.76130039] @@ -37001,17 +37250,25 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.85376093977719 --- Workload: 278621000000.0 -------------- +--- Neighbour 9 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 42 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: 1100-1000 - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 +-------------- +--- Median at position 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 1000-1000 + --- Energy efficiency: 4062233415.93208 + --- Energy: 36.86022362180361 + --- Workload: 149735000000.0 -------------- --- 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 +--- 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] @@ -37021,57 +37278,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 153 in the X datas point @@ -37098,7 +37355,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.18443043197562 --- Workload: 314499000000.0 -------------- ---- 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 200 in the X datas point +-------------- + --- Configuration: 0220-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 78 in the X datas point -------------- --- Configuration: 0110-0020 --- Distance from that configuration: [0.76130039] @@ -37106,7 +37371,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.31061849927073 --- Workload: 211379000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point -------------- --- Configuration: 2020-0022 --- Distance from that configuration: [0.76130039] @@ -37114,7 +37379,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.93701913313123 --- Workload: 577244000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 102 in the X datas point -------------- --- Configuration: 0020-2000 --- Distance from that configuration: [0.76130039] @@ -37122,7 +37387,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.41951635507749 --- Workload: 150321000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point -------------- --- Configuration: 0110-1001 --- Distance from that configuration: [0.76130039] @@ -37130,7 +37395,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.820066635010036 --- Workload: 313127000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point -------------- --- Configuration: 0011-2022 --- Distance from that configuration: [0.76130039] @@ -37138,7 +37403,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 84.69065283515172 --- Workload: 863842000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 --- Distance from that configuration: [0.76130039] @@ -37146,24 +37411,24 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.301162810596125 --- Workload: 404596000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 115 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '0220-2022' +--- Neighbour 0 in the list of neghbours, And at position 200 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 0220-2000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0220-2022' ---- Neighbour 0 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point -------------- --- Configuration: 0020-2000 - --- Distance from that configuration: [1.] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 4244013818.5089927 --- Energy: 35.41951635507749 --- Workload: 150321000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 78 in the X datas point -------------- --- Configuration: 0110-0020 --- Distance from that configuration: [0.83375292] @@ -37171,7 +37436,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.31061849927073 --- Workload: 211379000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 76 in the X datas point -------------- --- Configuration: 0220-0020 --- Distance from that configuration: [0.83375292] @@ -37179,7 +37444,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.67117347490831 --- Workload: 184845000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 105 in the X datas point -------------- --- Configuration: 0110-1001 --- Distance from that configuration: [0.76130039] @@ -37187,7 +37452,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.820066635010036 --- Workload: 313127000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point -------------- --- Configuration: 0220-1001 --- Distance from that configuration: [0.76130039] @@ -37195,7 +37460,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 43.18443043197562 --- Workload: 314499000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 --- Distance from that configuration: [0.76130039] @@ -37203,14 +37468,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.301162810596125 --- Workload: 404596000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 115 in the X datas point --------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 --------------- --- Neighbour 7 in the list of neghbours, And at position 88 in the X datas point -------------- --- Configuration: 2020-0022 @@ -37236,16 +37493,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 863842000000.0 -------------- -------------- ---- 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 105 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 0110-1001 + --- Energy efficiency: 7487495881.877265 + --- Energy: 41.820066635010036 + --- Workload: 313127000000.0 -------------- --- 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 :43.18443043197562, the gap is : 10 +--- 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] @@ -37255,57 +37512,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 154 in the X datas point @@ -37316,7 +37573,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.16379423683102 --- Workload: 279451000000.0 -------------- ---- 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 197 in the X datas point +-------------- + --- Configuration: 3000-0001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.83375292] @@ -37324,7 +37589,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.060137396486432 --- Workload: 29553800000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point -------------- --- Configuration: 3000-0000 --- Distance from that configuration: [0.83375292] @@ -37332,7 +37597,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.239529117166907 --- Workload: 29535500000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 136 in the X datas point -------------- --- Configuration: 2000-0022 --- Distance from that configuration: [0.83375292] @@ -37340,7 +37605,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 64.3370683100252 --- Workload: 534556000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 4 in the X datas point -------------- --- Configuration: 3000-1110 --- Distance from that configuration: [0.76130039] @@ -37348,7 +37613,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.41467631934382 --- Workload: 400095000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point +--- 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] @@ -37356,7 +37621,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.76130039] @@ -37364,7 +37629,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 34 in the X datas point -------------- --- Configuration: 2000-0000 --- Distance from that configuration: [0.76130039] @@ -37372,7 +37637,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.02206558996354 --- Workload: 29457300000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point -------------- --- Configuration: 3000-1000 --- Distance from that configuration: [0.76130039] @@ -37380,14 +37645,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.46450751429702 --- Workload: 194232000000.0 -------------- ---- Neighbour 9 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 --------------- --- 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 -------------- @@ -37400,7 +37657,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point -------------- --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 1016987763.6032282 --- Energy: 29.060137396486432 --- Workload: 29553800000.0 @@ -37421,7 +37678,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- 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 197 in the X datas point +-------------- + --- Configuration: 3000-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 44 in the X datas point -------------- --- Configuration: 3000-1000 --- Distance from that configuration: [0.76130039] @@ -37429,7 +37694,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.46450751429702 --- Workload: 194232000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 154 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point -------------- --- Configuration: 3000-0011 --- Distance from that configuration: [0.76130039] @@ -37437,7 +37702,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 41.16379423683102 --- Workload: 279451000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point -------------- --- Configuration: 3000-1110 --- Distance from that configuration: [0.76130039] @@ -37445,7 +37710,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.41467631934382 --- Workload: 400095000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -37453,7 +37718,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 136 in the X datas point -------------- --- Configuration: 2000-0022 --- Distance from that configuration: [0.76130039] @@ -37461,25 +37726,17 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 64.3370683100252 --- Workload: 534556000000.0 -------------- ---- Neighbour 9 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 -------------- +--- 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 44 in the X datas point --------------- - --- Configuration: 3000-1000 - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 3000-0001 + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 -------------- --- 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 +--- 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] @@ -37489,57 +37746,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 155 in the X datas point @@ -37723,57 +37980,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 156 in the X datas point @@ -37957,57 +38214,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 157 in the X datas point @@ -38074,7 +38331,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 35.10473595313148 --- Workload: 187327000000.0 -------------- ---- 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 170 in the X datas point +-------------- + --- Configuration: 3030-0110 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7504014647.836593 + --- Energy: 41.82593528076137 + --- Workload: 313863000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point -------------- --- Configuration: 0020-0010 --- Distance from that configuration: [0.76130039] @@ -38082,14 +38347,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.82601141845538 --- Workload: 147255000000.0 -------------- ---- Neighbour 9 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 --------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '2020-0220' --- Neighbour 0 in the list of neghbours, And at position 158 in the X datas point -------------- @@ -38107,7 +38364,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.82601141845538 --- Workload: 147255000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 142 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 3030-0110 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7504014647.836593 + --- Energy: 41.82593528076137 + --- Workload: 313863000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 142 in the X datas point -------------- --- Configuration: 2220-0330 --- Distance from that configuration: [0.83375292] @@ -38115,7 +38380,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.07453960416718 --- Workload: 347206000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 157 in the X datas point -------------- --- Configuration: 2020-0220 --- Distance from that configuration: [0.83375292] @@ -38123,7 +38388,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.10385161103808 --- Workload: 314406000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point -------------- --- Configuration: 0020-2220 --- Distance from that configuration: [0.83375292] @@ -38131,7 +38396,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 48.301162810596125 --- Workload: 404596000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 115 in the X datas point -------------- --- Configuration: 2220-2220 --- Distance from that configuration: [0.83375292] @@ -38139,7 +38404,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.57175430186782 --- Workload: 469901000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point -------------- --- Configuration: 2022-0330 --- Distance from that configuration: [0.83375292] @@ -38147,7 +38412,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.81557674440745 --- Workload: 528993000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 3 in the X datas point -------------- --- Configuration: 2222-0220 --- Distance from that configuration: [0.83375292] @@ -38155,7 +38420,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 54.74622776577034 --- Workload: 617864000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 88 in the X datas point -------------- --- Configuration: 2020-0022 --- Distance from that configuration: [0.76130039] @@ -38163,25 +38428,17 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.93701913313123 --- Workload: 577244000000.0 -------------- ---- Neighbour 9 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 --------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 114 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 157 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 2020-0220 + --- Energy efficiency: 7467367603.572389 + --- Energy: 42.10385161103808 + --- Workload: 314406000000.0 -------------- --- 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 +--- 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 '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] @@ -38191,57 +38448,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 158 in the X datas point @@ -38425,57 +38682,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 159 in the X datas point @@ -38502,7 +38759,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.7061517933472 --- Workload: 467887000000.0 -------------- ---- 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 192 in the X datas point +-------------- + --- Configuration: 1111-3300 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 9442424814.692413 + --- Energy: 43.80740929766881 + --- Workload: 413650000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 98 in the X datas point -------------- --- Configuration: 1011-3030 --- Distance from that configuration: [0.83375292] @@ -38510,7 +38783,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.90551410725298 --- Workload: 380626000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 113 in the X datas point -------------- --- Configuration: 2220-3330 --- Distance from that configuration: [0.83375292] @@ -38518,56 +38791,48 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.20594289132612 --- Workload: 470964000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 3 in the X datas point --------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 --------------- ---- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point --------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 --------------- ---- 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 185 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: 1011-0330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 -------------- ---- 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 187 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: 1011-3030 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 -------------- ---- 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 3 in the X datas point -------------- - --- Configuration: 0101-0330 + --- Configuration: 2222-0220 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Energy efficiency: 11285968381.230984 + --- Energy: 54.74622776577034 + --- Workload: 617864000000.0 -------------- --- Ordered by energy, Printing the list of the 10 first neighbours of '1111-3330' ---- Neighbour 0 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 0 in the list of neghbours, And at position 187 in the X datas point -------------- - --- Configuration: 0101-0330 + --- Configuration: 1011-3030 --- Distance from that configuration: [1.] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 -------------- ---- 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 185 in the X datas point +-------------- + --- Configuration: 1011-0330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 98 in the X datas point -------------- --- Configuration: 1011-3030 --- Distance from that configuration: [0.91310072] @@ -38575,23 +38840,31 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 42.90551410725298 --- Workload: 380626000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 0101-2220 + --- Configuration: 1111-3300 --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Energy efficiency: 9442424814.692413 + --- Energy: 43.80740929766881 + --- Workload: 413650000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point -------------- --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 9571301409.852697 --- Energy: 49.20594289132612 --- Workload: 470964000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 122 in the X datas point -------------- --- Configuration: 1110-3330 --- Distance from that configuration: [0.83375292] @@ -38599,38 +38872,22 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 49.7061517933472 --- Workload: 467887000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 159 in the X datas point -------------- --- Configuration: 1111-3330 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 10965958375.4152 --- Energy: 49.989818506242955 --- Workload: 548186000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point -------------- --- Configuration: 1011-3330 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 10000990098.019703 --- Energy: 50.66357196918862 --- Workload: 506686000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 68 in the X datas point --------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 --------------- ---- Neighbour 8 in the list of neghbours, And at position 90 in the X datas point --------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 --------------- --- Neighbour 9 in the list of neghbours, And at position 3 in the X datas point -------------- --- Configuration: 2222-0220 @@ -38640,16 +38897,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 617864000000.0 -------------- -------------- ---- 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 113 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 2220-3330 + --- Energy efficiency: 9571301409.852697 + --- Energy: 49.20594289132612 + --- Workload: 470964000000.0 -------------- --- 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 +--- 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] @@ -38659,57 +38916,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 160 in the X datas point @@ -38893,57 +39150,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 @@ -38994,7 +39251,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 40.5630522502661 --- Workload: 304712000000.0 -------------- ---- 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 169 in the X datas point +-------------- + --- Configuration: 0300-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point -------------- --- Configuration: 0303-1010 --- Distance from that configuration: [0.76130039] @@ -39002,7 +39267,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 61.00540758755291 --- Workload: 502499000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -39010,7 +39275,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.76130039] @@ -39018,16 +39283,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0100' +--- Neighbour 0 in the list of neghbours, And at position 169 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: 0300-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0100' ---- Neighbour 0 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [1.] @@ -39035,23 +39300,23 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 112 in the X datas point -------------- --- Configuration: 0200-0100 - --- Distance from that configuration: [1.] + --- Distance from that configuration: [0.91310072] --- Energy efficiency: 4242843383.922169 --- Energy: 35.404255909220375 --- Workload: 150215000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 131 in the X datas point -------------- --- Configuration: 0202-0200 - --- Distance from that configuration: [0.91310072] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 7512075661.626064 --- Energy: 40.5630522502661 --- Workload: 304712000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 56 in the X datas point -------------- --- Configuration: 0303-0000 --- Distance from that configuration: [0.83375292] @@ -39059,7 +39324,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 45.0383665719169 --- Workload: 241564000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 161 in the X datas point -------------- --- Configuration: 0303-0100 --- Distance from that configuration: [0.83375292] @@ -39067,7 +39332,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 51.67993691242756 --- Workload: 371696000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point -------------- --- Configuration: 0303-0100 --- Distance from that configuration: [0.83375292] @@ -39075,7 +39340,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.38267358149647 --- Workload: 371343000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 77 in the X datas point -------------- --- Configuration: 0303-1000 --- Distance from that configuration: [0.76130039] @@ -39083,14 +39348,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 53.6166443408558 --- Workload: 371471000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point --------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 --------------- --- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 @@ -39108,16 +39365,16 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Workload: 502499000000.0 -------------- -------------- ---- 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 56 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 0303-0000 + --- Energy efficiency: 5363512027.675722 + --- Energy: 45.0383665719169 + --- Workload: 241564000000.0 -------------- --- 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 +--- The energy of the current configuration (45.0383665719169 mAh) it is NOT far from the median. +--- Median :45.0383665719169, 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] @@ -39127,57 +39384,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 94 in the X datas point @@ -39361,57 +39618,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 163 in the X datas point @@ -39446,7 +39703,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 64.3370683100252 --- Workload: 534556000000.0 -------------- ---- 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 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point -------------- --- Configuration: 3303-0001 --- Distance from that configuration: [0.76130039] @@ -39454,7 +39719,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 59.94594005320708 --- Workload: 498819000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.76130039] @@ -39462,7 +39727,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 34 in the X datas point +--- 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] @@ -39470,7 +39735,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.02206558996354 --- Workload: 29457300000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 36 in the X datas point -------------- --- Configuration: 1100-0000 --- Distance from that configuration: [0.76130039] @@ -39478,7 +39743,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.059275323795035 --- Workload: 60678300000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point -------------- --- Configuration: 2220-0000 --- Distance from that configuration: [0.76130039] @@ -39486,14 +39751,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.508250558695604 --- Workload: 92411200000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point --------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 --------------- --- 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 -------------- @@ -39530,26 +39787,26 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Neighbour 4 in the list of neghbours, And at position 39 in the X datas point -------------- --- Configuration: 2220-0000 - --- Distance from that configuration: [0.76130039] + --- Distance from that configuration: [0.83375292] --- Energy efficiency: 3029054692.61153 --- Energy: 30.508250558695604 --- Workload: 92411200000.0 -------------- ---- 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 167 in the X datas point -------------- --- Configuration: 2200-2000 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 -------------- ---- 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 43 in the X datas point -------------- - --- Configuration: 3300-2000 + --- Configuration: 2200-2000 --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Energy efficiency: 5035525633.343237 + --- Energy: 36.93355197432356 + --- Workload: 185980000000.0 -------------- --- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point -------------- @@ -39595,57 +39852,57 @@ X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 164 in the X datas point @@ -39688,7 +39945,15 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 36.93355197432356 --- Workload: 185980000000.0 -------------- ---- 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 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point -------------- --- Configuration: 3300-0000 --- Distance from that configuration: [0.83375292] @@ -39696,7 +39961,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.277288658122774 --- Workload: 59956000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point -------------- --- Configuration: 2000-0000 --- Distance from that configuration: [0.83375292] @@ -39704,7 +39969,7 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 29.02206558996354 --- Workload: 29457300000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 36 in the X datas point -------------- --- Configuration: 1100-0000 --- Distance from that configuration: [0.83375292] @@ -39712,357 +39977,8771 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 30.059275323795035 --- Workload: 60678300000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 2220-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3029054692.61153 + --- Energy: 30.508250558695604 + --- Workload: 92411200000.0 +-------------- +--- 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 +-------------- + --- 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 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 2 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 3 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1980229389.772511 + --- Energy: 30.277288658122774 + --- Workload: 59956000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 39 in the X datas point -------------- --- Configuration: 2220-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 3029054692.61153 + --- Energy: 30.508250558695604 + --- Workload: 92411200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 2200-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5023055826.242454 + --- Energy: 35.164198939696966 + --- Workload: 176632000000.0 +-------------- +--- Neighbour 7 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 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 3300-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5058399218.983161 + --- Energy: 36.78276420172299 + --- Workload: 186062000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 2200-2000 --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5035525633.343237 + --- Energy: 36.93355197432356 + --- Workload: 185980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 2220-0000 --- Energy efficiency: 3029054692.61153 --- Energy: 30.508250558695604 --- Workload: 92411200000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 165 in the X datas point +-------------- + --- Configuration: 3333-1111 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11523551835.240866 + --- Energy: 83.54140347554512 + --- Workload: 962694000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 3333-1101 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10947566629.6274 + --- Energy: 79.26313007840331 + --- Workload: 867738000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 3303-1011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10227751572.005417 + --- Energy: 73.37868558375581 + --- Workload: 750499000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 3303-0111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10225586667.47108 + --- Energy: 73.36262541667716 + --- Workload: 750176000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 3303-1010 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9340120487.55429 + --- Energy: 67.3857084084629 + --- Workload: 629393000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 3330-2220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9229945635.620207 + --- Energy: 51.28077619994492 + --- Workload: 473319000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 3003-1101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9428892010.8998 + --- Energy: 67.46193459835338 + --- Workload: 636090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 0333-0011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9607255399.277534 + --- Energy: 65.95120166169613 + --- Workload: 633609000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 3330-2202 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10286076355.602003 + --- Energy: 84.88778487940925 + --- Workload: 873162000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 127 in the X datas point +-------------- + --- Configuration: 3033-1010 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9521179864.608822 + --- Energy: 66.3571751425295 + --- Workload: 631797000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '3333-1111' +--- Neighbour 0 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 3330-2220 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9229945635.620207 + --- Energy: 51.28077619994492 + --- Workload: 473319000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 0333-0011 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 9607255399.277534 + --- Energy: 65.95120166169613 + --- Workload: 633609000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 127 in the X datas point +-------------- + --- Configuration: 3033-1010 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9521179864.608822 + --- Energy: 66.3571751425295 + --- Workload: 631797000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 3303-1010 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9340120487.55429 + --- Energy: 67.3857084084629 + --- Workload: 629393000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 3003-1101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9428892010.8998 + --- Energy: 67.46193459835338 + --- Workload: 636090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 3303-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10225586667.47108 + --- Energy: 73.36262541667716 + --- Workload: 750176000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 3303-1011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10227751572.005417 + --- Energy: 73.37868558375581 + --- Workload: 750499000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 3333-1101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10947566629.6274 + --- Energy: 79.26313007840331 + --- Workload: 867738000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 3333-1111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11523551835.240866 + --- Energy: 83.54140347554512 + --- Workload: 962694000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 3330-2202 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10286076355.602003 + --- Energy: 84.88778487940925 + --- Workload: 873162000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 3003-1101 + --- Energy efficiency: 9428892010.8998 + --- Energy: 67.46193459835338 + --- Workload: 636090000000.0 +-------------- +--- 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 :67.46193459835338, 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 166 in the X datas point +-------------- + --- Configuration: 0222-1000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9969791531.659073 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 0111-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3139835723.7949314 + --- Energy: 40.0701934667281 + --- Workload: 125814000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 0303-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6928278461.367919 + --- Energy: 53.6166443408558 + --- Workload: 371471000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 0202-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8895689149.038376 + --- Energy: 48.8428586507307 + --- Workload: 434491000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 0220-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7282684688.88371 + --- Energy: 43.18443043197562 + --- Workload: 314499000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 0111-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6681499595.769274 + --- Energy: 37.38840673928198 + --- Workload: 249811000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 0220-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 0303-1010 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8236960890.90969 + --- Energy: 61.00540758755291 + --- Workload: 502499000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 0011-1100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7650055845.407672 + --- Energy: 43.82652071469574 + --- Workload: 335276000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 3333-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8296551953.00833 + --- Energy: 59.045602086542516 + --- Workload: 489874000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '0222-1000' +--- Neighbour 0 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 0220-2000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 0111-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6681499595.769274 + --- Energy: 37.38840673928198 + --- Workload: 249811000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 0111-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3139835723.7949314 + --- Energy: 40.0701934667281 + --- Workload: 125814000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 0222-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9969791531.659073 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 0220-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7282684688.88371 + --- Energy: 43.18443043197562 + --- Workload: 314499000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 0011-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7650055845.407672 + --- Energy: 43.82652071469574 + --- Workload: 335276000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 0202-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8895689149.038376 + --- Energy: 48.8428586507307 + --- Workload: 434491000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 0303-1000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6928278461.367919 + --- Energy: 53.6166443408558 + --- Workload: 371471000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 3333-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8296551953.00833 + --- Energy: 59.045602086542516 + --- Workload: 489874000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 0 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 84 in the X datas point +-------------- + --- Configuration: 0220-1001 + --- Energy efficiency: 7282684688.88371 + --- Energy: 43.18443043197562 + --- Workload: 314499000000.0 +-------------- +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5035525633.343237 + --- Energy: 36.93355197432356 + --- Workload: 185980000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 3300-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5026691733.102776 + --- Energy: 36.9852979298838 + --- Workload: 185914000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 2000-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 4153496621.1304984 + --- Energy: 36.241340818491324 + --- Workload: 150528000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 2200-1000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5023055826.242454 + --- Energy: 35.164198939696966 + --- Workload: 176632000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 3300-3000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5072151352.996373 + --- Energy: 36.711179058531826 + --- Workload: 186205000000.0 +-------------- +--- 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 40 in the X datas point +-------------- + --- Configuration: 3300-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5058399218.983161 + --- Energy: 36.78276420172299 + --- Workload: 186062000000.0 +-------------- +--- Neighbour 8 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 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 3000-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4059018123.5159216 + --- Energy: 36.96583597689362 + --- Workload: 150045000000.0 +-------------- +--- 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 +-------------- + --- Configuration: 2200-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1998856653.9939156 + --- Energy: 30.07061597004587 + --- Workload: 60106800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 2200-1000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5023055826.242454 + --- Energy: 35.164198939696966 + --- Workload: 176632000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 2000-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 4153496621.1304984 + --- Energy: 36.241340818491324 + --- Workload: 150528000000.0 +-------------- +--- Neighbour 4 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 5 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 3300-3000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5072151352.996373 + --- Energy: 36.711179058531826 + --- Workload: 186205000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 3300-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5058399218.983161 + --- Energy: 36.78276420172299 + --- Workload: 186062000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5035525633.343237 + --- Energy: 36.93355197432356 + --- Workload: 185980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 3000-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4059018123.5159216 + --- Energy: 36.96583597689362 + --- Workload: 150045000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 3300-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5026691733.102776 + --- Energy: 36.9852979298838 + --- Workload: 185914000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 1100-1000 + --- Energy efficiency: 5947637003.818383 + --- Energy: 36.68430426428569 + --- Workload: 218185000000.0 +-------------- +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 168 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 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 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 148 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 119 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 142 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 144 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 176 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 1 in the X datas point +-------------- + --- Configuration: 0033-3000 + --- Distance from that configuration: [0.69514393] + --- Energy efficiency: 6957102505.948323 + --- Energy: 53.35616382684589 + --- Workload: 371205000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '0330-0300' +--- Neighbour 0 in the list of neghbours, And at position 168 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 144 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 148 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 176 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 142 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 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 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 0033-3000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6957102505.948323 + --- Energy: 53.35616382684589 + --- Workload: 371205000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 119 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: [0.69514393] + --- Energy efficiency: 9963434196.49885 + --- Energy: 75.09852863759252 + --- Workload: 748237000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 176 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.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '0300-0000' +--- Neighbour 0 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 0300-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1980229389.772511 + --- Energy: 30.277288658122774 + --- Workload: 59956000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 2075033200.5312083 + --- Energy: 29.0248902377268 + --- Workload: 60227600000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 0303-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5363512027.675722 + --- Energy: 45.0383665719169 + --- Workload: 241564000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 0300-0010 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 3550266447.4968843 + --- Energy: 34.61491775303547 + --- Workload: 122892000000.0 +-------------- +--- Neighbour 5 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: 6956231392.081026 + --- Energy: 53.38267358149647 + --- Workload: 371343000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 0030-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1016987763.6032282 + --- Energy: 29.060137396486432 + --- Workload: 29553800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1010122436.9405816 + --- Energy: 29.239529117166907 + --- Workload: 29535500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '0300-0000' +--- Neighbour 0 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 0300-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1047552602.8539523 + --- Energy: 28.209089181571862 + --- Workload: 29550500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 2075033200.5312083 + --- Energy: 29.0248902377268 + --- Workload: 60227600000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1016987763.6032282 + --- Energy: 29.060137396486432 + --- Workload: 29553800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1010122436.9405816 + --- Energy: 29.239529117166907 + --- Workload: 29535500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 0030-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1980229389.772511 + --- Energy: 30.277288658122774 + --- Workload: 59956000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 0300-0010 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3550266447.4968843 + --- Energy: 34.61491775303547 + --- Workload: 122892000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 0303-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5363512027.675722 + --- Energy: 45.0383665719169 + --- Workload: 241564000000.0 +-------------- +--- Neighbour 9 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: 6956231392.081026 + --- Energy: 53.38267358149647 + --- Workload: 371343000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 0030-0000 + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 +-------------- +--- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '3030-0110' +--- Neighbour 0 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 3030-0110 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7504014647.836593 + --- Energy: 41.82593528076137 + --- Workload: 313863000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 3000-1110 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8096707069.234942 + --- Energy: 49.41467631934382 + --- Workload: 400095000000.0 +-------------- +--- Neighbour 2 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 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 3033-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8513391564.931638 + --- Energy: 58.43142458623579 + --- Workload: 497450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 3030-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 0030-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 0020-0010 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 3998672440.749671 + --- Energy: 36.82601141845538 + --- Workload: 147255000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 1016987763.6032282 + --- Energy: 29.060137396486432 + --- Workload: 29553800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 1010122436.9405816 + --- Energy: 29.239529117166907 + --- Workload: 29535500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '3030-0110' +--- Neighbour 0 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 3030-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1016987763.6032282 + --- Energy: 29.060137396486432 + --- Workload: 29553800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1010122436.9405816 + --- Energy: 29.239529117166907 + --- Workload: 29535500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 0030-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 0020-0010 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 3998672440.749671 + --- Energy: 36.82601141845538 + --- Workload: 147255000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 3030-0110 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7504014647.836593 + --- Energy: 41.82593528076137 + --- Workload: 313863000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 2020-0220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7467367603.572389 + --- Energy: 42.10385161103808 + --- Workload: 314406000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 3000-1110 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8096707069.234942 + --- Energy: 49.41467631934382 + --- Workload: 400095000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 3033-0100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8513391564.931638 + --- Energy: 58.43142458623579 + --- Workload: 497450000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 +-------------- +--- 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 '3030-0110' + --- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '1100-1011' +--- Neighbour 0 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 1100-1011 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9277212383.22309 + --- Energy: 48.61244404745341 + --- Workload: 450987000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 1100-1001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 7522756337.9222145 + --- Energy: 41.562953026807364 + --- Workload: 312668000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 1000-1010 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6501654671.113798 + --- Energy: 42.85376093977719 + --- Workload: 278621000000.0 +-------------- +--- Neighbour 3 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 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 1100-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 2018619748.5607243 + --- Energy: 30.059275323795035 + --- Workload: 60678300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 1000-1000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 4062233415.93208 + --- Energy: 36.86022362180361 + --- Workload: 149735000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 0110-1001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7487495881.877265 + --- Energy: 41.820066635010036 + --- Workload: 313127000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 1100-0020 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5236287472.182222 + --- Energy: 35.478097414979636 + --- Workload: 185774000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 2000-1001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6591219177.81132 + --- Energy: 41.03159908655608 + --- Workload: 270449000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 2200-1000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5023055826.242454 + --- Energy: 35.164198939696966 + --- Workload: 176632000000.0 +-------------- +--- 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 +-------------- + --- 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 164 in the X datas point +-------------- + --- Configuration: 2200-1000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5023055826.242454 + --- Energy: 35.164198939696966 + --- Workload: 176632000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 1100-0020 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5236287472.182222 + --- Energy: 35.478097414979636 + --- Workload: 185774000000.0 +-------------- +--- Neighbour 3 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 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 1000-1000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 4062233415.93208 + --- Energy: 36.86022362180361 + --- Workload: 149735000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 2000-1001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6591219177.81132 + --- Energy: 41.03159908655608 + --- Workload: 270449000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 1100-1001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7522756337.9222145 + --- Energy: 41.562953026807364 + --- Workload: 312668000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 0110-1001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7487495881.877265 + --- Energy: 41.820066635010036 + --- Workload: 313127000000.0 +-------------- +--- Neighbour 8 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 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 1100-1011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9277212383.22309 + --- Energy: 48.61244404745341 + --- Workload: 450987000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 1000-1000 + --- Energy efficiency: 4062233415.93208 + --- Energy: 36.86022362180361 + --- Workload: 149735000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (48.61244404745341 mAh) is far from the median. +--- Median :36.86022362180361, the gap is : 10 +--- So yes we remove this configuration '1100-1011' +--- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 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, 1, 0, 1, 0.0, 0, 1, 1, 1] +--- Computing the list of the 10 first neighbours of '3303-0111' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '3303-0111' +--- Neighbour 0 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 3303-0111 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10225586667.47108 + --- Energy: 73.36262541667716 + --- Workload: 750176000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 3303-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8321129010.784183 + --- Energy: 59.94594005320708 + --- Workload: 498819000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 3303-1011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10227751572.005417 + --- Energy: 73.37868558375581 + --- Workload: 750499000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 3333-1111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 11523551835.240866 + --- Energy: 83.54140347554512 + --- Workload: 962694000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 0303-0100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6956231392.081026 + --- Energy: 53.38267358149647 + --- Workload: 371343000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 3303-1010 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9340120487.55429 + --- Energy: 67.3857084084629 + --- Workload: 629393000000.0 +-------------- +--- Neighbour 6 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 7 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 3003-1101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9428892010.8998 + --- Energy: 67.46193459835338 + --- Workload: 636090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 0333-0011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9607255399.277534 + --- Energy: 65.95120166169613 + --- Workload: 633609000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 3333-1101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10947566629.6274 + --- Energy: 79.26313007840331 + --- Workload: 867738000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '3303-0111' +--- Neighbour 0 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 2002-0101 + --- 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 2 in the X datas point +-------------- + --- Configuration: 0303-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6956231392.081026 + --- Energy: 53.38267358149647 + --- Workload: 371343000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 3303-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8321129010.784183 + --- Energy: 59.94594005320708 + --- Workload: 498819000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 0333-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9607255399.277534 + --- Energy: 65.95120166169613 + --- Workload: 633609000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 3303-1010 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9340120487.55429 + --- Energy: 67.3857084084629 + --- Workload: 629393000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 3003-1101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9428892010.8998 + --- Energy: 67.46193459835338 + --- Workload: 636090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 3303-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10225586667.47108 + --- Energy: 73.36262541667716 + --- Workload: 750176000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 3303-1011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10227751572.005417 + --- Energy: 73.37868558375581 + --- Workload: 750499000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 3333-1101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10947566629.6274 + --- Energy: 79.26313007840331 + --- Workload: 867738000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 3333-1111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11523551835.240866 + --- Energy: 83.54140347554512 + --- Workload: 962694000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 3303-1010 + --- Energy efficiency: 9340120487.55429 + --- Energy: 67.3857084084629 + --- Workload: 629393000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.3857084084629 mAh) it is NOT far from the median. +--- Median :67.3857084084629, the gap is : 10 +--- So No we don't romove this configuration '3303-0111' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1] is not an abberant point. + --- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '3003-0220' +--- Neighbour 0 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 3003-0220 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8528930131.004368 + --- Energy: 58.99281399223083 + --- Workload: 503147000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 3003-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9353836943.914392 + --- Energy: 65.99051868650201 + --- Workload: 617264000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 0033-0220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8384408354.2244835 + --- Energy: 59.697236073290554 + --- Workload: 500528000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 2222-0220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11285968381.230984 + --- Energy: 54.74622776577034 + --- Workload: 617864000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 3000-1110 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8096707069.234942 + --- Energy: 49.41467631934382 + --- Workload: 400095000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 3000-3330 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8224428196.629629 + --- Energy: 49.410116578739654 + --- Workload: 406369000000.0 +-------------- +--- Neighbour 6 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 7 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 3000-2200 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6519117311.516021 + --- Energy: 42.79271109577192 + --- Workload: 278971000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 2002-0100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7245431755.278297 + --- Energy: 42.016301664202444 + --- Workload: 304426000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 3003-0002 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7595205906.032112 + --- Energy: 65.80063109114849 + --- Workload: 499771000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '3003-0220' +--- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 2002-0100 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7245431755.278297 + --- Energy: 42.016301664202444 + --- Workload: 304426000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 3000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6519117311.516021 + --- Energy: 42.79271109577192 + --- Workload: 278971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 3000-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8224428196.629629 + --- Energy: 49.410116578739654 + --- Workload: 406369000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 3000-1110 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8096707069.234942 + --- Energy: 49.41467631934382 + --- Workload: 400095000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 2222-0220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11285968381.230984 + --- Energy: 54.74622776577034 + --- Workload: 617864000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 3003-0220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8528930131.004368 + --- Energy: 58.99281399223083 + --- Workload: 503147000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 0033-0220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8384408354.2244835 + --- Energy: 59.697236073290554 + --- Workload: 500528000000.0 +-------------- +--- Neighbour 7 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 8 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 3003-0002 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7595205906.032112 + --- Energy: 65.80063109114849 + --- Workload: 499771000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 3003-3330 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9353836943.914392 + --- Energy: 65.99051868650201 + --- Workload: 617264000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 2222-0220 + --- Energy efficiency: 11285968381.230984 + --- Energy: 54.74622776577034 + --- Workload: 617864000000.0 +-------------- +--- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '1000-0202' +--- Neighbour 0 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 1000-0202 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8327920185.212945 + --- Energy: 64.17430044494624 + --- Workload: 534437000000.0 +-------------- +--- Neighbour 1 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 2 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- 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 175 in the X datas point +-------------- + --- Configuration: 1000-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- Neighbour 5 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 +-------------- +--- Neighbour 6 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 7 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 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 1000-1100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6448575832.027497 + --- Energy: 42.80059101405426 + --- Workload: 276003000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 2000-2200 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6539495281.754154 + --- Energy: 42.61363347008094 + --- Workload: 278672000000.0 +-------------- +--- 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 +-------------- + --- Configuration: 1000-0000 + --- 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 175 in the X datas point +-------------- + --- Configuration: 1000-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 2000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6539495281.754154 + --- Energy: 42.61363347008094 + --- Workload: 278672000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 1000-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6448575832.027497 + --- Energy: 42.80059101405426 + --- Workload: 276003000000.0 +-------------- +--- Neighbour 5 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 6 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 1001-0002 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7043096708.760907 + --- Energy: 47.6050128004243 + --- Workload: 335286000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 1000-0202 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8327920185.212945 + --- Energy: 64.17430044494624 + --- Workload: 534437000000.0 +-------------- +--- Neighbour 8 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 +-------------- +--- Neighbour 9 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 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 1000-1100 + --- Energy efficiency: 6448575832.027497 + --- Energy: 42.80059101405426 + --- Workload: 276003000000.0 +-------------- +--- 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 :42.80059101405426, 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 175 in the X datas point +-------------- + --- Configuration: 1000-0100 + --- Distance from that configuration: [1.] + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 +-------------- +--- Neighbour 1 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 2 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 1000-1100 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6448575832.027497 + --- Energy: 42.80059101405426 + --- Workload: 276003000000.0 +-------------- +--- Neighbour 3 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 4 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 5 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 6 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 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 1100-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 2018619748.5607243 + --- Energy: 30.059275323795035 + --- Workload: 60678300000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 1000-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4062233415.93208 + --- Energy: 36.86022362180361 + --- Workload: 149735000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 2002-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7245431755.278297 + --- Energy: 42.016301664202444 + --- Workload: 304426000000.0 +-------------- +--- 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 +-------------- + --- 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 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 2 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 3 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 4 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 1100-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 2018619748.5607243 + --- Energy: 30.059275323795035 + --- Workload: 60678300000.0 +-------------- +--- Neighbour 5 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 6 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 1000-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 1000-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4062233415.93208 + --- Energy: 36.86022362180361 + --- Workload: 149735000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 2002-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7245431755.278297 + --- Energy: 42.016301664202444 + --- Workload: 304426000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 1000-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6448575832.027497 + --- Energy: 42.80059101405426 + --- Workload: 276003000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 1100-0000 + --- Energy efficiency: 2018619748.5607243 + --- Energy: 30.059275323795035 + --- Workload: 60678300000.0 +-------------- +--- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '0030-2200' +--- Neighbour 0 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 0030-2200 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6743861400.160503 + --- Energy: 41.3450979000584 + --- Workload: 278825000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 0030-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 4809102669.532892 + --- Energy: 35.93660318178646 + --- Workload: 172823000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 0033-2200 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8336042547.16116 + --- Energy: 59.96771726749321 + --- Workload: 499893000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 3000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6519117311.516021 + --- Energy: 42.79271109577192 + --- Workload: 278971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 0020-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4244013818.5089927 + --- Energy: 35.41951635507749 + --- Workload: 150321000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 0020-2220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8376542330.856669 + --- Energy: 48.301162810596125 + --- Workload: 404596000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 0020-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6670179627.937381 + --- Energy: 41.85807704041302 + --- Workload: 279201000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 0033-3000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6957102505.948323 + --- Energy: 53.35616382684589 + --- Workload: 371205000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 0030-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 +-------------- +--- Neighbour 9 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 +-------------- +--- 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 +-------------- + --- Configuration: 0030-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 0020-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 4244013818.5089927 + --- Energy: 35.41951635507749 + --- Workload: 150321000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 0030-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 4809102669.532892 + --- Energy: 35.93660318178646 + --- Workload: 172823000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 0030-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6743861400.160503 + --- Energy: 41.3450979000584 + --- Workload: 278825000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 0020-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6670179627.937381 + --- Energy: 41.85807704041302 + --- Workload: 279201000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 3000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6519117311.516021 + --- Energy: 42.79271109577192 + --- Workload: 278971000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 0020-2220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8376542330.856669 + --- Energy: 48.301162810596125 + --- Workload: 404596000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 0033-3000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6957102505.948323 + --- Energy: 53.35616382684589 + --- Workload: 371205000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 0033-2200 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8336042547.16116 + --- Energy: 59.96771726749321 + --- Workload: 499893000000.0 +-------------- +--- Neighbour 9 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 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 0020-1100 + --- Energy efficiency: 6670179627.937381 + --- Energy: 41.85807704041302 + --- Workload: 279201000000.0 +-------------- +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '0202-0001' +--- Neighbour 0 in the list of neghbours, And at position 177 in the X datas point +-------------- + --- Configuration: 0202-0001 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7543867590.03606 + --- Energy: 40.37867051197721 + --- Workload: 304611000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 0202-1001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8895689149.038376 + --- Energy: 48.8428586507307 + --- Workload: 434491000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 3303-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8321129010.784183 + --- Energy: 59.94594005320708 + --- Workload: 498819000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 0303-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5363512027.675722 + --- Energy: 45.0383665719169 + --- Workload: 241564000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 0003-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5256269415.345153 + --- Energy: 45.78293727571249 + --- Workload: 240648000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 0303-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 0303-0100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6956231392.081026 + --- Energy: 53.38267358149647 + --- Workload: 371343000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 0003-1001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6806147312.252427 + --- Energy: 54.44253148500697 + --- Workload: 370545000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 2200-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 1998856653.9939156 + --- Energy: 30.07061597004587 + --- Workload: 60106800000.0 +-------------- +--- 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 +-------------- + --- Configuration: 2200-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1998856653.9939156 + --- Energy: 30.07061597004587 + --- Workload: 60106800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 177 in the X datas point +-------------- + --- Configuration: 0202-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7543867590.03606 + --- Energy: 40.37867051197721 + --- Workload: 304611000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 0303-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5363512027.675722 + --- Energy: 45.0383665719169 + --- Workload: 241564000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 0003-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5256269415.345153 + --- Energy: 45.78293727571249 + --- Workload: 240648000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 0202-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8895689149.038376 + --- Energy: 48.8428586507307 + --- Workload: 434491000000.0 +-------------- +--- Neighbour 6 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: 6956231392.081026 + --- Energy: 53.38267358149647 + --- Workload: 371343000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 0003-1001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6806147312.252427 + --- Energy: 54.44253148500697 + --- Workload: 370545000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 0303-1001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 +-------------- +--- Neighbour 9 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 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 0003-0001 + --- Energy efficiency: 5256269415.345153 + --- Energy: 45.78293727571249 + --- Workload: 240648000000.0 +-------------- +--- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '0333-0002' +--- Neighbour 0 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 0333-0002 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8955437741.79682 + --- Energy: 70.26399021141525 + --- Workload: 629243000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 0333-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9607255399.277534 + --- Energy: 65.95120166169613 + --- Workload: 633609000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 3333-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 +-------------- +--- Neighbour 3 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 4 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 3333-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8296551953.00833 + --- Energy: 59.045602086542516 + --- Workload: 489874000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 0303-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5363512027.675722 + --- Energy: 45.0383665719169 + --- Workload: 241564000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 3003-0002 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7595205906.032112 + --- Energy: 65.80063109114849 + --- Workload: 499771000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 119 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 8 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 0003-0001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5256269415.345153 + --- Energy: 45.78293727571249 + --- Workload: 240648000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 0033-0011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8411277841.329655 + --- Energy: 59.541753106093076 + --- Workload: 500822000000.0 +-------------- +--- 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 +-------------- + --- Configuration: 0303-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5363512027.675722 + --- Energy: 45.0383665719169 + --- Workload: 241564000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 0003-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5256269415.345153 + --- Energy: 45.78293727571249 + --- Workload: 240648000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 0333-0030 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8477809334.068076 + --- Energy: 58.764018507515395 + --- Workload: 498189000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 3333-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8296551953.00833 + --- Energy: 59.045602086542516 + --- Workload: 489874000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 0033-0011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8411277841.329655 + --- Energy: 59.541753106093076 + --- Workload: 500822000000.0 +-------------- +--- Neighbour 5 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 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 3333-0001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 3003-0002 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7595205906.032112 + --- Energy: 65.80063109114849 + --- Workload: 499771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 0333-0011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9607255399.277534 + --- Energy: 65.95120166169613 + --- Workload: 633609000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 0333-0002 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8955437741.79682 + --- Energy: 70.26399021141525 + --- Workload: 629243000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 0033-0011 + --- Energy efficiency: 8411277841.329655 + --- Energy: 59.541753106093076 + --- Workload: 500822000000.0 +-------------- +--- 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 :59.541753106093076, 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 179 in the X datas point +-------------- + --- Configuration: 3333-0001 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 3303-0001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8321129010.784183 + --- Energy: 59.94594005320708 + --- Workload: 498819000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 3333-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8296551953.00833 + --- Energy: 59.045602086542516 + --- Workload: 489874000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 0333-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9607255399.277534 + --- Energy: 65.95120166169613 + --- Workload: 633609000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 3333-1101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10947566629.6274 + --- Energy: 79.26313007840331 + --- Workload: 867738000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 3330-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8262619084.997563 + --- Energy: 42.07329975259821 + --- Workload: 347637000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 0333-0002 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8955437741.79682 + --- Energy: 70.26399021141525 + --- Workload: 629243000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 1980229389.772511 + --- Energy: 30.277288658122774 + --- Workload: 59956000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 2220-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 3029054692.61153 + --- Energy: 30.508250558695604 + --- Workload: 92411200000.0 +-------------- +--- 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 +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1980229389.772511 + --- Energy: 30.277288658122774 + --- Workload: 59956000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 2220-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 3029054692.61153 + --- Energy: 30.508250558695604 + --- Workload: 92411200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 3330-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8262619084.997563 + --- Energy: 42.07329975259821 + --- Workload: 347637000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 3333-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8296551953.00833 + --- Energy: 59.045602086542516 + --- Workload: 489874000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 3303-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8321129010.784183 + --- Energy: 59.94594005320708 + --- Workload: 498819000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 3333-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9681573061.991112 + --- Energy: 64.59775499830239 + --- Workload: 625410000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 0333-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9607255399.277534 + --- Energy: 65.95120166169613 + --- Workload: 633609000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 0333-0002 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8955437741.79682 + --- Energy: 70.26399021141525 + --- Workload: 629243000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 3333-1101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10947566629.6274 + --- Energy: 79.26313007840331 + --- Workload: 867738000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 3333-0000 + --- Energy efficiency: 8296551953.00833 + --- Energy: 59.045602086542516 + --- Workload: 489874000000.0 +-------------- +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '1000-2200' +--- Neighbour 0 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 1000-1100 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6448575832.027497 + --- Energy: 42.80059101405426 + --- Workload: 276003000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 2000-2200 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6539495281.754154 + --- Energy: 42.61363347008094 + --- Workload: 278672000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 0000-2200 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5724131219.984087 + --- Energy: 42.51731520413714 + --- Workload: 243375000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 0000-3300 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5789616901.049658 + --- Energy: 42.05795824330537 + --- Workload: 243499000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 1000-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4062233415.93208 + --- Energy: 36.86022362180361 + --- Workload: 149735000000.0 +-------------- +--- Neighbour 6 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 7 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 2000-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4153496621.1304984 + --- Energy: 36.241340818491324 + --- Workload: 150528000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 0000-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3331046015.069652 + --- Energy: 35.40657570372512 + --- Workload: 117941000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 1001-2220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9166575000.916658 + --- Energy: 50.735447078258076 + --- Workload: 465069000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '1000-2200' +--- Neighbour 0 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 0000-2000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3331046015.069652 + --- Energy: 35.40657570372512 + --- Workload: 117941000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 2000-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 4153496621.1304984 + --- Energy: 36.241340818491324 + --- Workload: 150528000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 1000-1000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 4062233415.93208 + --- Energy: 36.86022362180361 + --- Workload: 149735000000.0 +-------------- +--- Neighbour 3 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 4 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 0000-3300 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5789616901.049658 + --- Energy: 42.05795824330537 + --- Workload: 243499000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 0000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5724131219.984087 + --- Energy: 42.51731520413714 + --- Workload: 243375000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 2000-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6539495281.754154 + --- Energy: 42.61363347008094 + --- Workload: 278672000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 1000-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6448575832.027497 + --- Energy: 42.80059101405426 + --- Workload: 276003000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 1001-2220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9166575000.916658 + --- Energy: 50.735447078258076 + --- Workload: 465069000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 1000-2200 + --- Energy efficiency: 6563747111.951271 + --- Energy: 40.76551455796704 + --- Workload: 267574000000.0 +-------------- +--- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 181 in the X datas point +-------------- + --- Configuration: 1100-3000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5338401255.591975 + --- Energy: 35.023609845408956 + --- Workload: 186970000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 0100-3000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 4292324465.390988 + --- Energy: 34.94046355190528 + --- Workload: 149976000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 0000-3000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3307720550.5370083 + --- Energy: 35.59789292409111 + --- Workload: 117748000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5035525633.343237 + --- Energy: 36.93355197432356 + --- Workload: 185980000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 1101-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6788174999.151478 + --- Energy: 36.70897651674008 + --- Workload: 249187000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 0000-3300 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5789616901.049658 + --- Energy: 42.05795824330537 + --- Workload: 243499000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 1001-2000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5236095548.271565 + --- Energy: 39.7073615035878 + --- Workload: 207911000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 2000-2000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 4153496621.1304984 + --- Energy: 36.241340818491324 + --- Workload: 150528000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 0000-2000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 3331046015.069652 + --- Energy: 35.40657570372512 + --- Workload: 117941000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '1100-3000' +--- Neighbour 0 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 0100-3000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 4292324465.390988 + --- Energy: 34.94046355190528 + --- Workload: 149976000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 1100-3000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5338401255.591975 + --- Energy: 35.023609845408956 + --- Workload: 186970000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 0000-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3331046015.069652 + --- Energy: 35.40657570372512 + --- Workload: 117941000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 0000-3000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3307720550.5370083 + --- Energy: 35.59789292409111 + --- Workload: 117748000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 2000-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4153496621.1304984 + --- Energy: 36.241340818491324 + --- Workload: 150528000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 1101-2000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6788174999.151478 + --- Energy: 36.70897651674008 + --- Workload: 249187000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5035525633.343237 + --- Energy: 36.93355197432356 + --- Workload: 185980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 1001-2000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5236095548.271565 + --- Energy: 39.7073615035878 + --- Workload: 207911000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 0000-3300 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5789616901.049658 + --- Energy: 42.05795824330537 + --- Workload: 243499000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 0000-3000 + --- Energy efficiency: 3307720550.5370083 + --- Energy: 35.59789292409111 + --- Workload: 117748000000.0 +-------------- +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '0020-1111' +--- Neighbour 0 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 0020-1111 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10017249703.99027 + --- Energy: 53.486611373072236 + --- Workload: 535789000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 11384996168.94879 + --- Energy: 60.652013004669556 + --- Workload: 690523000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 11525411226.672567 + --- Energy: 59.99293901124158 + --- Workload: 691443000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 0020-2220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8376542330.856669 + --- Energy: 48.301162810596125 + --- Workload: 404596000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 0020-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6670179627.937381 + --- Energy: 41.85807704041302 + --- Workload: 279201000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 0000-1111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9945201937.325336 + --- Energy: 53.14600789669191 + --- Workload: 528549000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 0020-0010 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 3998672440.749671 + --- Energy: 36.82601141845538 + --- Workload: 147255000000.0 +-------------- +--- Neighbour 7 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 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 0220-1001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7282684688.88371 + --- Energy: 43.18443043197562 + --- Workload: 314499000000.0 +-------------- +--- 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 +-------------- + --- Configuration: 0020-0010 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3998672440.749671 + --- Energy: 36.82601141845538 + --- Workload: 147255000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 0020-1100 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6670179627.937381 + --- Energy: 41.85807704041302 + --- Workload: 279201000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 0220-1001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 7282684688.88371 + --- Energy: 43.18443043197562 + --- Workload: 314499000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 0020-2220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8376542330.856669 + --- Energy: 48.301162810596125 + --- Workload: 404596000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 0000-1111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9945201937.325336 + --- Energy: 53.14600789669191 + --- Workload: 528549000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 0020-1111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10017249703.99027 + --- Energy: 53.486611373072236 + --- Workload: 535789000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11525411226.672567 + --- Energy: 59.99293901124158 + --- Workload: 691443000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11384996168.94879 + --- Energy: 60.652013004669556 + --- Workload: 690523000000.0 +-------------- +--- Neighbour 9 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 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '3030-1101' +--- Neighbour 0 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 3030-1101 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9152396555.037937 + --- Energy: 48.568093302538465 + --- Workload: 444514000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 3030-1001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8447801037.389967 + --- Energy: 43.884169684615244 + --- Workload: 370724000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 3000-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6443423519.784533 + --- Energy: 43.3608751201712 + --- Workload: 279393000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- 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 106 in the X datas point +-------------- + --- Configuration: 3330-2202 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10286076355.602003 + --- Energy: 84.88778487940925 + --- Workload: 873162000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 3333-1101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10947566629.6274 + --- Energy: 79.26313007840331 + --- Workload: 867738000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 3030-2002 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8823477508.95583 + --- Energy: 65.30338482528335 + --- Workload: 576204000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 3330-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8262619084.997563 + --- Energy: 42.07329975259821 + --- Workload: 347637000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 3000-1110 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8096707069.234942 + --- Energy: 49.41467631934382 + --- Workload: 400095000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 3000-1000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5326600510.288329 + --- Energy: 36.46450751429702 + --- Workload: 194232000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '3030-1101' +--- Neighbour 0 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 3000-1000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5326600510.288329 + --- Energy: 36.46450751429702 + --- Workload: 194232000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 3330-0101 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8262619084.997563 + --- Energy: 42.07329975259821 + --- Workload: 347637000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 3000-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6443423519.784533 + --- Energy: 43.3608751201712 + --- Workload: 279393000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 3030-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8447801037.389967 + --- Energy: 43.884169684615244 + --- Workload: 370724000000.0 +-------------- +--- Neighbour 4 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 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 3000-1110 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8096707069.234942 + --- Energy: 49.41467631934382 + --- Workload: 400095000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 3030-2002 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8823477508.95583 + --- Energy: 65.30338482528335 + --- Workload: 576204000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 3003-1101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9428892010.8998 + --- Energy: 67.46193459835338 + --- Workload: 636090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 3333-1101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10947566629.6274 + --- Energy: 79.26313007840331 + --- Workload: 867738000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 3330-2202 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10286076355.602003 + --- Energy: 84.88778487940925 + --- Workload: 873162000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 3030-1101 + --- Energy efficiency: 9152396555.037937 + --- Energy: 48.568093302538465 + --- Workload: 444514000000.0 +-------------- +--- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '0002-0111' +--- Neighbour 0 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 0002-0111 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9116518219.361662 + --- Energy: 51.19519895467268 + --- Workload: 466724000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 2002-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8950387999.31977 + --- Energy: 47.4541739001796 + --- Workload: 424732000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 11384996168.94879 + --- Energy: 60.652013004669556 + --- Workload: 690523000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 11525411226.672567 + --- Energy: 59.99293901124158 + --- Workload: 691443000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 2002-0100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7245431755.278297 + --- Energy: 42.016301664202444 + --- Workload: 304426000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 0003-0001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5256269415.345153 + --- Energy: 45.78293727571249 + --- Workload: 240648000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 0033-0011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8411277841.329655 + --- Energy: 59.541753106093076 + --- Workload: 500822000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 2002-0010 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7393168712.11001 + --- Energy: 41.1753628489377 + --- Workload: 304417000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 0001-0220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9243340173.405062 + --- Energy: 40.84258552984255 + --- Workload: 377523000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '0002-0111' +--- Neighbour 0 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 0001-0220 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9243340173.405062 + --- Energy: 40.84258552984255 + --- Workload: 377523000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 2002-0010 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7393168712.11001 + --- Energy: 41.1753628489377 + --- Workload: 304417000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 2002-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7245431755.278297 + --- Energy: 42.016301664202444 + --- Workload: 304426000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 0003-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5256269415.345153 + --- Energy: 45.78293727571249 + --- Workload: 240648000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 2002-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8950387999.31977 + --- Energy: 47.4541739001796 + --- Workload: 424732000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 0002-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9116518219.361662 + --- Energy: 51.19519895467268 + --- Workload: 466724000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 0033-0011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8411277841.329655 + --- Energy: 59.541753106093076 + --- Workload: 500822000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11525411226.672567 + --- Energy: 59.99293901124158 + --- Workload: 691443000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11384996168.94879 + --- Energy: 60.652013004669556 + --- Workload: 690523000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 2002-0101 + --- Energy efficiency: 8950387999.31977 + --- Energy: 47.4541739001796 + --- Workload: 424732000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.4541739001796 mAh) it is NOT far from the median. +--- Median :47.4541739001796, 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '1011-0330' +--- Neighbour 0 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 1011-0330 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10000990098.019703 + --- Energy: 50.66357196918862 + --- Workload: 506686000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 2022-0330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10619025470.794495 + --- Energy: 49.81557674440745 + --- Workload: 528993000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8871225293.637558 + --- Energy: 42.90551410725298 + --- Workload: 380626000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 1111-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10965958375.4152 + --- Energy: 49.989818506242955 + --- Workload: 548186000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 2222-0220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11285968381.230984 + --- Energy: 54.74622776577034 + --- Workload: 617864000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 0022-0030 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7249844128.351241 + --- Energy: 42.05401520354165 + --- Workload: 304885000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 1001-2220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9166575000.916658 + --- Energy: 50.735447078258076 + --- Workload: 465069000000.0 +-------------- +--- 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 +-------------- + --- Configuration: 0022-0030 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7249844128.351241 + --- Energy: 42.05401520354165 + --- Workload: 304885000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 1011-0330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8871225293.637558 + --- Energy: 42.90551410725298 + --- Workload: 380626000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 2022-0330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10619025470.794495 + --- Energy: 49.81557674440745 + --- Workload: 528993000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 1111-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10965958375.4152 + --- Energy: 49.989818506242955 + --- Workload: 548186000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10000990098.019703 + --- Energy: 50.66357196918862 + --- Workload: 506686000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 1001-2220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9166575000.916658 + --- Energy: 50.735447078258076 + --- Workload: 465069000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 2222-0220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11285968381.230984 + --- Energy: 54.74622776577034 + --- Workload: 617864000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '0000-1111' +--- Neighbour 0 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 0000-1111 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9945201937.325336 + --- Energy: 53.14600789669191 + --- Workload: 528549000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 0020-1111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10017249703.99027 + --- Energy: 53.486611373072236 + --- Workload: 535789000000.0 +-------------- +--- Neighbour 2 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 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 1000-1100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6448575832.027497 + --- Energy: 42.80059101405426 + --- Workload: 276003000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 0000-1000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 3145168392.3157244 + --- Energy: 35.44774676664167 + --- Workload: 111489000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 0000-2200 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5724131219.984087 + --- Energy: 42.51731520413714 + --- Workload: 243375000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 0000-0001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 3321398441.599851 + --- Energy: 35.588916806469584 + --- Workload: 118205000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 0010-0101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6657080470.788732 + --- Energy: 41.37346586900227 + --- Workload: 275426000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 0010-0011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6634071263.19351 + --- Energy: 41.98663362868059 + --- Workload: 278542000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '0000-1111' +--- Neighbour 0 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 0000-1000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3145168392.3157244 + --- Energy: 35.44774676664167 + --- Workload: 111489000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 0000-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3321398441.599851 + --- Energy: 35.588916806469584 + --- Workload: 118205000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 0010-0101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6657080470.788732 + --- Energy: 41.37346586900227 + --- Workload: 275426000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 0010-0011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6634071263.19351 + --- Energy: 41.98663362868059 + --- Workload: 278542000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 0000-2200 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5724131219.984087 + --- Energy: 42.51731520413714 + --- Workload: 243375000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 1000-1100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6448575832.027497 + --- Energy: 42.80059101405426 + --- Workload: 276003000000.0 +-------------- +--- Neighbour 6 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 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 0000-1111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9945201937.325336 + --- Energy: 53.14600789669191 + --- Workload: 528549000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 0020-1111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10017249703.99027 + --- Energy: 53.486611373072236 + --- Workload: 535789000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 0000-2200 + --- Energy efficiency: 5724131219.984087 + --- Energy: 42.51731520413714 + --- Workload: 243375000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.14600789669191 mAh) is far from the median. +--- Median :42.51731520413714, the gap is : 10 +--- So yes we remove this configuration '0000-1111' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0.0, 1, 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, 2.0, 1, 0, 1, 0] +--- Computing the list of the 10 first neighbours of '1011-3030' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 98 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8871225293.637558 + --- Energy: 42.90551410725298 + --- Workload: 380626000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10000990098.019703 + --- Energy: 50.66357196918862 + --- Workload: 506686000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 0011-3000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6806981239.9597025 + --- Energy: 35.94259902860859 + --- Workload: 244660000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 2020-3030 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7529950377.627011 + --- Energy: 41.87227309237855 + --- Workload: 315295000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 1111-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10965958375.4152 + --- Energy: 49.989818506242955 + --- Workload: 548186000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 1011-0330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 0022-0030 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7249844128.351241 + --- Energy: 42.05401520354165 + --- Workload: 304885000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 1001-2000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5236095548.271565 + --- Energy: 39.7073615035878 + --- Workload: 207911000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '1011-3030' +--- Neighbour 0 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 0011-3000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6806981239.9597025 + --- Energy: 35.94259902860859 + --- Workload: 244660000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 1001-2000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5236095548.271565 + --- Energy: 39.7073615035878 + --- Workload: 207911000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 2020-3030 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 7529950377.627011 + --- Energy: 41.87227309237855 + --- Workload: 315295000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 0022-0030 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 7249844128.351241 + --- Energy: 42.05401520354165 + --- Workload: 304885000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 1011-0330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8871225293.637558 + --- Energy: 42.90551410725298 + --- Workload: 380626000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 1111-3330 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10965958375.4152 + --- Energy: 49.989818506242955 + --- Workload: 548186000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10000990098.019703 + --- Energy: 50.66357196918862 + --- Workload: 506686000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 188 in the X datas point +-------------- + --- Configuration: 3033-0100 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8513391564.931638 + --- Energy: 58.43142458623579 + --- Workload: 497450000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 3333-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8296551953.00833 + --- Energy: 59.045602086542516 + --- Workload: 489874000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 2002-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7245431755.278297 + --- Energy: 42.016301664202444 + --- Workload: 304426000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 3030-0110 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7504014647.836593 + --- Energy: 41.82593528076137 + --- Workload: 313863000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 3030-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 0303-0100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6956231392.081026 + --- Energy: 53.38267358149647 + --- Workload: 371343000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 0030-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 1016987763.6032282 + --- Energy: 29.060137396486432 + --- Workload: 29553800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 1010122436.9405816 + --- Energy: 29.239529117166907 + --- Workload: 29535500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '3033-0100' +--- Neighbour 0 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 3030-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1016987763.6032282 + --- Energy: 29.060137396486432 + --- Workload: 29553800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1010122436.9405816 + --- Energy: 29.239529117166907 + --- Workload: 29535500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 0030-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 3030-0110 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7504014647.836593 + --- Energy: 41.82593528076137 + --- Workload: 313863000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 2002-0100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7245431755.278297 + --- Energy: 42.016301664202444 + --- Workload: 304426000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 0303-0100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6956231392.081026 + --- Energy: 53.38267358149647 + --- Workload: 371343000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 3033-0100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8513391564.931638 + --- Energy: 58.43142458623579 + --- Workload: 497450000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 3333-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8296551953.00833 + --- Energy: 59.045602086542516 + --- Workload: 489874000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 +-------------- +--- 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 :32.51205394198035, 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '3030-0000' +--- Neighbour 0 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 3030-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 0030-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1016987763.6032282 + --- Energy: 29.060137396486432 + --- Workload: 29553800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1010122436.9405816 + --- Energy: 29.239529117166907 + --- Workload: 29535500000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1980229389.772511 + --- Energy: 30.277288658122774 + --- Workload: 59956000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 3333-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8296551953.00833 + --- Energy: 59.045602086542516 + --- Workload: 489874000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 2000-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1014996574.3865615 + --- Energy: 29.02206558996354 + --- Workload: 29457300000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 2220-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3029054692.61153 + --- Energy: 30.508250558695604 + --- Workload: 92411200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 3000-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5326600510.288329 + --- Energy: 36.46450751429702 + --- Workload: 194232000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '3030-0000' +--- Neighbour 0 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 3030-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2117186259.461176 + --- Energy: 28.69675782439391 + --- Workload: 60756400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 2000-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1014996574.3865615 + --- Energy: 29.02206558996354 + --- Workload: 29457300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1016987763.6032282 + --- Energy: 29.060137396486432 + --- Workload: 29553800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1010122436.9405816 + --- Energy: 29.239529117166907 + --- Workload: 29535500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 0030-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1980229389.772511 + --- Energy: 30.277288658122774 + --- Workload: 59956000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 2220-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3029054692.61153 + --- Energy: 30.508250558695604 + --- Workload: 92411200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 3330-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5377240292.736961 + --- Energy: 32.51205394198035 + --- Workload: 174825000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 3000-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5326600510.288329 + --- Energy: 36.46450751429702 + --- Workload: 194232000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 3333-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8296551953.00833 + --- Energy: 59.045602086542516 + --- Workload: 489874000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 0030-0000 + --- Energy efficiency: 994906080.8659663 + --- Energy: 29.623247258891045 + --- Workload: 29472300000.0 +-------------- +--- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '0111-0001' +--- Neighbour 0 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 0111-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 3139835723.7949314 + --- Energy: 40.0701934667281 + --- Workload: 125814000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 2745412415.8531094 + --- Energy: 29.5448803510097 + --- Workload: 81112900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 1111-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9080672696.233337 + --- Energy: 45.44863666563364 + --- Workload: 412706000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 0110-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7487495881.877265 + --- Energy: 41.820066635010036 + --- Workload: 313127000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 1111-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8622547962.923044 + --- Energy: 48.5763010995366 + --- Workload: 418853000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 177 in the X datas point +-------------- + --- Configuration: 0202-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7543867590.03606 + --- Energy: 40.37867051197721 + --- Workload: 304611000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 1110-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 2905397356.669485 + --- Energy: 30.668041259477853 + --- Workload: 89102900000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '0111-0001' +--- Neighbour 0 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 2745412415.8531094 + --- Energy: 29.5448803510097 + --- Workload: 81112900000.0 +-------------- +--- Neighbour 2 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 3 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 0111-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3139835723.7949314 + --- Energy: 40.0701934667281 + --- Workload: 125814000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 177 in the X datas point +-------------- + --- Configuration: 0202-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7543867590.03606 + --- Energy: 40.37867051197721 + --- Workload: 304611000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 0110-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7487495881.877265 + --- Energy: 41.820066635010036 + --- Workload: 313127000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 1111-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9080672696.233337 + --- Energy: 45.44863666563364 + --- Workload: 412706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 1111-0101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8622547962.923044 + --- Energy: 48.5763010995366 + --- Workload: 418853000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 0111-0000 + --- Energy efficiency: 3139835723.7949314 + --- Energy: 40.0701934667281 + --- Workload: 125814000000.0 +-------------- +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2745412415.8531094 + --- Energy: 29.5448803510097 + --- Workload: 81112900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 0111-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 3139835723.7949314 + --- Energy: 40.0701934667281 + --- Workload: 125814000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 0011-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7650055845.407672 + --- Energy: 43.82652071469574 + --- Workload: 335276000000.0 +-------------- +--- Neighbour 4 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 5 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 6 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 7 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6807769026.0124855 + --- Energy: 36.74164741869377 + --- Workload: 250128000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '0011-0000' +--- Neighbour 0 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2745412415.8531094 + --- Energy: 29.5448803510097 + --- Workload: 81112900000.0 +-------------- +--- Neighbour 2 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 3 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 4 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 5 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 0111-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6254338947.644929 + --- Energy: 35.98594879953233 + --- Workload: 225068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6807769026.0124855 + --- Energy: 36.74164741869377 + --- Workload: 250128000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 0111-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3139835723.7949314 + --- Energy: 40.0701934667281 + --- Workload: 125814000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 0011-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7650055845.407672 + --- Energy: 43.82652071469574 + --- Workload: 335276000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 0000-0000 + --- Energy efficiency: 0.08333333333333333 + --- Energy: 30.299284062105812 + --- Workload: 0.0 +-------------- +--- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '1111-3300' +--- Neighbour 0 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 1111-3300 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9442424814.692413 + --- Energy: 43.80740929766881 + --- Workload: 413650000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 1111-3330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10965958375.4152 + --- Energy: 49.989818506242955 + --- Workload: 548186000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 2222-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 11468876336.840899 + --- Energy: 53.84120579706395 + --- Workload: 617498000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10000990098.019703 + --- Energy: 50.66357196918862 + --- Workload: 506686000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 1011-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8782098570.274353 + --- Energy: 43.085080854083536 + --- Workload: 378377000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 1110-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9413093613.215984 + --- Energy: 49.7061517933472 + --- Workload: 467887000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 0010-3300 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6532788063.289651 + --- Energy: 42.64544340651106 + --- Workload: 278594000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 0011-2200 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7849108733.703288 + --- Energy: 42.07381484773657 + --- Workload: 330242000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 1101-2000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6788174999.151478 + --- Energy: 36.70897651674008 + --- Workload: 249187000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '1111-3300' +--- Neighbour 0 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 1101-2000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6788174999.151478 + --- Energy: 36.70897651674008 + --- Workload: 249187000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 0011-2200 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 7849108733.703288 + --- Energy: 42.07381484773657 + --- Workload: 330242000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 0010-3300 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6532788063.289651 + --- Energy: 42.64544340651106 + --- Workload: 278594000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 1011-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8782098570.274353 + --- Energy: 43.085080854083536 + --- Workload: 378377000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 1111-3300 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9442424814.692413 + --- Energy: 43.80740929766881 + --- Workload: 413650000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 1110-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9413093613.215984 + --- Energy: 49.7061517933472 + --- Workload: 467887000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 1111-3330 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10965958375.4152 + --- Energy: 49.989818506242955 + --- Workload: 548186000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10000990098.019703 + --- Energy: 50.66357196918862 + --- Workload: 506686000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 2222-2200 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11468876336.840899 + --- Energy: 53.84120579706395 + --- Workload: 617498000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 1111-3300 + --- Energy efficiency: 9442424814.692413 + --- Energy: 43.80740929766881 + --- Workload: 413650000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.80740929766881 mAh) it is NOT far from the median. +--- Median :43.80740929766881, 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 193 in the X datas point +-------------- + --- Configuration: 0010-0222 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9876153040.867521 + --- Energy: 82.55859277633934 + --- Workload: 815359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 0020-0202 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8089829466.394849 + --- Energy: 66.44909360627778 + --- Workload: 537560000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 0010-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6657080470.788732 + --- Energy: 41.37346586900227 + --- Workload: 275426000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 0010-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6634071263.19351 + --- Energy: 41.98663362868059 + --- Workload: 278542000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 0110-0020 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5821399464.43125 + --- Energy: 36.31061849927073 + --- Workload: 211379000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 2020-0022 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8754497623.153894 + --- Energy: 65.93701913313123 + --- Workload: 577244000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 0011-2022 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10199970420.085781 + --- Energy: 84.69065283515172 + --- Workload: 863842000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 0020-2220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8376542330.856669 + --- Energy: 48.301162810596125 + --- Workload: 404596000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 0001-0220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9243340173.405062 + --- Energy: 40.84258552984255 + --- Workload: 377523000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '0010-0222' +--- Neighbour 0 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 0110-0020 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5821399464.43125 + --- Energy: 36.31061849927073 + --- Workload: 211379000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 0001-0220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9243340173.405062 + --- Energy: 40.84258552984255 + --- Workload: 377523000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 0010-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6657080470.788732 + --- Energy: 41.37346586900227 + --- Workload: 275426000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 0010-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6634071263.19351 + --- Energy: 41.98663362868059 + --- Workload: 278542000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 0020-2220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8376542330.856669 + --- Energy: 48.301162810596125 + --- Workload: 404596000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 2020-0022 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8754497623.153894 + --- Energy: 65.93701913313123 + --- Workload: 577244000000.0 +-------------- +--- Neighbour 7 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 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 0010-0222 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9876153040.867521 + --- Energy: 82.55859277633934 + --- Workload: 815359000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 0011-2022 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10199970420.085781 + --- Energy: 84.69065283515172 + --- Workload: 863842000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 0020-2220 + --- Energy efficiency: 8376542330.856669 + --- Energy: 48.301162810596125 + --- Workload: 404596000000.0 +-------------- +--- 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 :48.301162810596125, 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '0002-3330' +--- Neighbour 0 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 0002-3330 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9147875405.936972 + --- Energy: 51.28673303694986 + --- Workload: 469163000000.0 +-------------- +--- Neighbour 1 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 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 3003-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9353836943.914392 + --- Energy: 65.99051868650201 + --- Workload: 617264000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 0002-3000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5449442794.474265 + --- Energy: 38.132247384977575 + --- Workload: 207799000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 0200-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8906781623.528154 + --- Energy: 47.48626285009536 + --- Workload: 422949000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 0022-0030 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7249844128.351241 + --- Energy: 42.05401520354165 + --- Workload: 304885000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 0000-3300 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 5789616901.049658 + --- Energy: 42.05795824330537 + --- Workload: 243499000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 3000-3330 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8224428196.629629 + --- Energy: 49.410116578739654 + --- Workload: 406369000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 0101-2220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9185604320.908272 + --- Energy: 48.9191931692468 + --- Workload: 449351000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 1001-2220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9166575000.916658 + --- Energy: 50.735447078258076 + --- Workload: 465069000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '0002-3330' +--- Neighbour 0 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 0002-3000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5449442794.474265 + --- Energy: 38.132247384977575 + --- Workload: 207799000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 0022-0030 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7249844128.351241 + --- Energy: 42.05401520354165 + --- Workload: 304885000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 0000-3300 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5789616901.049658 + --- Energy: 42.05795824330537 + --- Workload: 243499000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 0200-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8906781623.528154 + --- Energy: 47.48626285009536 + --- Workload: 422949000000.0 +-------------- +--- Neighbour 4 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 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 0101-2220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9185604320.908272 + --- Energy: 48.9191931692468 + --- Workload: 449351000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 3000-3330 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8224428196.629629 + --- Energy: 49.410116578739654 + --- Workload: 406369000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 1001-2220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9166575000.916658 + --- Energy: 50.735447078258076 + --- Workload: 465069000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 0002-3330 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9147875405.936972 + --- Energy: 51.28673303694986 + --- Workload: 469163000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 3003-3330 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9353836943.914392 + --- Energy: 65.99051868650201 + --- Workload: 617264000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 0000-3330 + --- Energy efficiency: 7665772326.561901 + --- Energy: 48.682465076838824 + --- Workload: 373189000000.0 +-------------- +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 91 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6807769026.0124855 + --- Energy: 36.74164741869377 + --- Workload: 250128000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 0011-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7650055845.407672 + --- Energy: 43.82652071469574 + --- Workload: 335276000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 2745412415.8531094 + --- Energy: 29.5448803510097 + --- Workload: 81112900000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 2002-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7245431755.278297 + --- Energy: 42.016301664202444 + --- Workload: 304426000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 1111-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9080672696.233337 + --- Energy: 45.44863666563364 + --- Workload: 412706000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 1011-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8782098570.274353 + --- Energy: 43.085080854083536 + --- Workload: 378377000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 1111-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8622547962.923044 + --- Energy: 48.5763010995366 + --- Workload: 418853000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 1000-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '1011-0100' +--- Neighbour 0 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2780233650.836016 + --- Energy: 29.193550568943994 + --- Workload: 81165000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2745412415.8531094 + --- Energy: 29.5448803510097 + --- Workload: 81112900000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 1000-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4407169583.478402 + --- Energy: 34.828482821374045 + --- Workload: 153495000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6807769026.0124855 + --- Energy: 36.74164741869377 + --- Workload: 250128000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 2002-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7245431755.278297 + --- Energy: 42.016301664202444 + --- Workload: 304426000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 1011-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8782098570.274353 + --- Energy: 43.085080854083536 + --- Workload: 378377000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 0011-1100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7650055845.407672 + --- Energy: 43.82652071469574 + --- Workload: 335276000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 1111-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9080672696.233337 + --- Energy: 45.44863666563364 + --- Workload: 412706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 1111-0101 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8622547962.923044 + --- Energy: 48.5763010995366 + --- Workload: 418853000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Energy efficiency: 6759862639.591164 + --- Energy: 36.90475887640218 + --- Workload: 249471000000.0 +-------------- +--- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 97 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10000990098.019703 + --- Energy: 50.66357196918862 + --- Workload: 506686000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8871225293.637558 + --- Energy: 42.90551410725298 + --- Workload: 380626000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 1111-3330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10965958375.4152 + --- Energy: 49.989818506242955 + --- Workload: 548186000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 1011-0330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 1001-2220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9166575000.916658 + --- Energy: 50.735447078258076 + --- Workload: 465069000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 1011-2200 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8782098570.274353 + --- Energy: 43.085080854083536 + --- Workload: 378377000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 1110-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9413093613.215984 + --- Energy: 49.7061517933472 + --- Workload: 467887000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 2022-0330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10619025470.794495 + --- Energy: 49.81557674440745 + --- Workload: 528993000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '1011-3330' +--- Neighbour 0 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8938627384.378855 + --- Energy: 42.547359911496315 + --- Workload: 380315000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 1011-0330 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8886756067.432705 + --- Energy: 42.76899541535147 + --- Workload: 380079000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8871225293.637558 + --- Energy: 42.90551410725298 + --- Workload: 380626000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 1011-2200 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8782098570.274353 + --- Energy: 43.085080854083536 + --- Workload: 378377000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 1110-3330 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 9413093613.215984 + --- Energy: 49.7061517933472 + --- Workload: 467887000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 2022-0330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10619025470.794495 + --- Energy: 49.81557674440745 + --- Workload: 528993000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 1111-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10965958375.4152 + --- Energy: 49.989818506242955 + --- Workload: 548186000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10000990098.019703 + --- Energy: 50.66357196918862 + --- Workload: 506686000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 1001-2220 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9166575000.916658 + --- Energy: 50.735447078258076 + --- Workload: 465069000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Energy efficiency: 10558457958.332102 + --- Energy: 49.51707772839275 + --- Workload: 522824000000.0 +-------------- +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0001' +--- Neighbour 0 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 3000-0001 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1016987763.6032282 + --- Energy: 29.060137396486432 + --- Workload: 29553800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1010122436.9405816 + --- Energy: 29.239529117166907 + --- Workload: 29535500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 3000-0011 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6788774083.176061 + --- Energy: 41.16379423683102 + --- Workload: 279451000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 3303-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8321129010.784183 + --- Energy: 59.94594005320708 + --- Workload: 498819000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1980229389.772511 + --- Energy: 30.277288658122774 + --- Workload: 59956000000.0 +-------------- +--- Neighbour 6 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 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 3000-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5326600510.288329 + --- Energy: 36.46450751429702 + --- Workload: 194232000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 3000-0202 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8354358468.81318 + --- Energy: 64.35822134376 + --- Workload: 537670000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 2075033200.5312083 + --- Energy: 29.0248902377268 + --- Workload: 60227600000.0 +-------------- +--- 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 +-------------- + --- 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 51 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 2075033200.5312083 + --- Energy: 29.0248902377268 + --- Workload: 60227600000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1016987763.6032282 + --- Energy: 29.060137396486432 + --- Workload: 29553800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 3000-0000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 1010122436.9405816 + --- Energy: 29.239529117166907 + --- Workload: 29535500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 1980229389.772511 + --- Energy: 30.277288658122774 + --- Workload: 59956000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 3000-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 3629843118.1804323 + --- Energy: 34.55029567760096 + --- Workload: 125412000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 3000-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5326600510.288329 + --- Energy: 36.46450751429702 + --- Workload: 194232000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 3000-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6788774083.176061 + --- Energy: 41.16379423683102 + --- Workload: 279451000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 3303-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8321129010.784183 + --- Energy: 59.94594005320708 + --- Workload: 498819000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 3000-0202 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8354358468.81318 + --- Energy: 64.35822134376 + --- Workload: 537670000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 3300-0000 + --- Energy efficiency: 1980229389.772511 + --- Energy: 30.277288658122774 + --- Workload: 59956000000.0 +-------------- +--- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '1011-0011' +--- Neighbour 0 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 1011-0011 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8737821661.059898 + --- Energy: 42.79354542763764 + --- Workload: 373921000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 0010-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6634071263.19351 + --- Energy: 41.98663362868059 + --- Workload: 278542000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 2745412415.8531094 + --- Energy: 29.5448803510097 + --- Workload: 81112900000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 1001-0002 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7043096708.760907 + --- Energy: 47.6050128004243 + --- Workload: 335286000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 1111-0101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9080672696.233337 + --- Energy: 45.44863666563364 + --- Workload: 412706000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 2020-0022 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8754497623.153894 + --- Energy: 65.93701913313123 + --- Workload: 577244000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6807769026.0124855 + --- Energy: 36.74164741869377 + --- Workload: 250128000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 0011-2022 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10199970420.085781 + --- Energy: 84.69065283515172 + --- Workload: 863842000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 2022-1001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10534122128.398308 + --- Energy: 50.34000387088341 + --- Workload: 530288000000.0 +-------------- +--- 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 +-------------- + --- Configuration: 0011-0000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2745412415.8531094 + --- Energy: 29.5448803510097 + --- Workload: 81112900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6807769026.0124855 + --- Energy: 36.74164741869377 + --- Workload: 250128000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 0010-0011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6634071263.19351 + --- Energy: 41.98663362868059 + --- Workload: 278542000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 1011-0011 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8737821661.059898 + --- Energy: 42.79354542763764 + --- Workload: 373921000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 1111-0101 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9080672696.233337 + --- Energy: 45.44863666563364 + --- Workload: 412706000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 1001-0002 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7043096708.760907 + --- Energy: 47.6050128004243 + --- Workload: 335286000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 2022-1001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10534122128.398308 + --- Energy: 50.34000387088341 + --- Workload: 530288000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 2020-0022 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8754497623.153894 + --- Energy: 65.93701913313123 + --- Workload: 577244000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 0011-2022 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10199970420.085781 + --- Energy: 84.69065283515172 + --- Workload: 863842000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 1111-0101 + --- Energy efficiency: 9080672696.233337 + --- Energy: 45.44863666563364 + --- Workload: 412706000000.0 +-------------- +--- 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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 147 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11384996168.94879 + --- Energy: 60.652013004669556 + --- Workload: 690523000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11525411226.672567 + --- Energy: 59.99293901124158 + --- Workload: 691443000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 0020-1111 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 10017249703.99027 + --- Energy: 53.486611373072236 + --- Workload: 535789000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 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 13 in the X datas point +-------------- + --- Configuration: 0011-1100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 7650055845.407672 + --- Energy: 43.82652071469574 + --- Workload: 335276000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 0011-2022 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10199970420.085781 + --- Energy: 84.69065283515172 + --- Workload: 863842000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 0020-2220 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 8376542330.856669 + --- Energy: 48.301162810596125 + --- Workload: 404596000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 0020-1100 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 6670179627.937381 + --- Energy: 41.85807704041302 + --- Workload: 279201000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 2022-1001 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10534122128.398308 + --- Energy: 50.34000387088341 + --- Workload: 530288000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '0022-1111' +--- Neighbour 0 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 0020-1100 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6670179627.937381 + --- Energy: 41.85807704041302 + --- Workload: 279201000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 0011-1100 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7650055845.407672 + --- Energy: 43.82652071469574 + --- Workload: 335276000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 0020-2220 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8376542330.856669 + --- Energy: 48.301162810596125 + --- Workload: 404596000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 2022-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10534122128.398308 + --- Energy: 50.34000387088341 + --- Workload: 530288000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 0002-0111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 9116518219.361662 + --- Energy: 51.19519895467268 + --- Workload: 466724000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 0020-1111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10017249703.99027 + --- Energy: 53.486611373072236 + --- Workload: 535789000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11525411226.672567 + --- Energy: 59.99293901124158 + --- Workload: 691443000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 11384996168.94879 + --- Energy: 60.652013004669556 + --- Workload: 690523000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 0011-2022 + --- Distance from that configuration: [0.76130039] + --- Energy efficiency: 10199970420.085781 + --- Energy: 84.69065283515172 + --- Workload: 863842000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 0011-0111 + --- Energy efficiency: 8964027358.211496 + --- Energy: 50.74428137607953 + --- Workload: 454872000000.0 +-------------- +--- 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 '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' +*** START computing ci exp matrix +X = [[2. 0. 1. ... 0. 1. 0.] + [2. 0. 0. ... 0. 0. 0.] + [2. 0. 1. ... 1. 0. 0.] + ... + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [0.83375292]] + + [[0.52921334] + [1. ] + [0.48322508] + ... + [0.48322508] + [0.69514393] + [0.52921334]] + + [[0.76130039] + [0.48322508] + [1. ] + ... + [0.57957828] + [0.57957828] + [0.76130039]] + + ... + + [[0.63473642] + [0.48322508] + [0.57957828] + ... + [1. ] + [0.57957828] + [0.63473642]] + + [[0.63473642] + [0.69514393] + [0.57957828] + ... + [0.57957828] + [1. ] + [0.63473642]] + + [[0.83375292] + [0.52921334] + [0.76130039] + ... + [0.63473642] + [0.63473642] + [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 200 in the X datas point +-------------- + --- Configuration: 0220-2000 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 0020-2000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 4244013818.5089927 + --- Energy: 35.41951635507749 + --- Workload: 150321000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5035525633.343237 + --- Energy: 36.93355197432356 + --- Workload: 185980000000.0 +-------------- +--- Neighbour 3 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 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 0030-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4809102669.532892 + --- Energy: 35.93660318178646 + --- Workload: 172823000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 0220-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7282684688.88371 + --- Energy: 43.18443043197562 + --- Workload: 314499000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 0111-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6681499595.769274 + --- Energy: 37.38840673928198 + --- Workload: 249811000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 0220-2022 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10070047248.66169 + --- Energy: 83.48428558869355 + --- Workload: 840691000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 0222-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 9969791531.659073 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 3300-2000 + --- Configuration: 2200-2000 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 -------------- ---- 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 '0220-2000' +--- Neighbour 0 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 2200-2000 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 5065035050.042546 + --- Energy: 35.13598057141005 + --- Workload: 177965000000.0 -------------- ---- 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 200 in the X datas point -------------- - --- Configuration: 1100-0000 + --- Configuration: 0220-2000 --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Energy efficiency: 5281811027.365063 + --- Energy: 35.274079340197716 + --- Workload: 186311000000.0 -------------- ---- 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 102 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: 0020-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4244013818.5089927 + --- Energy: 35.41951635507749 + --- Workload: 150321000000.0 -------------- ---- 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 79 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: 0030-2000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 4809102669.532892 + --- Energy: 35.93660318178646 + --- Workload: 172823000000.0 -------------- ---- 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 76 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: 0220-0020 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5040602049.508794 + --- Energy: 36.67117347490831 + --- Workload: 184845000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 164 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 2200-1000 + --- Configuration: 2200-2000 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Energy efficiency: 5035525633.343237 + --- Energy: 36.93355197432356 + --- Workload: 185980000000.0 -------------- ---- 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 123 in the X datas point -------------- - --- Configuration: 1100-1000 + --- Configuration: 0111-2000 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Energy efficiency: 6681499595.769274 + --- Energy: 37.38840673928198 + --- Workload: 249811000000.0 -------------- ---- 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 166 in the X datas point -------------- - --- Configuration: 3300-1000 + --- Configuration: 0222-1000 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Energy efficiency: 9969791531.659073 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 -------------- ---- 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 84 in the X datas point -------------- - --- Configuration: 2200-2000 + --- Configuration: 0220-1001 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Energy efficiency: 7282684688.88371 + --- Energy: 43.18443043197562 + --- Workload: 314499000000.0 -------------- ---- 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 153 in the X datas point -------------- - --- Configuration: 3300-2000 + --- Configuration: 0220-2022 --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Energy efficiency: 10070047248.66169 + --- Energy: 83.48428558869355 + --- Workload: 840691000000.0 -------------- -------------- ---- 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 76 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 0220-0020 + --- Energy efficiency: 5040602049.508794 + --- Energy: 36.67117347490831 + --- Workload: 184845000000.0 -------------- --- 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 '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 (36.67117347490831 mAh) it is NOT far from the median. +--- Median :36.67117347490831, 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' *** START computing ci exp matrix X = [[2. 0. 1. ... 0. 1. 0.] [2. 0. 0. ... 0. 0. 0.] [2. 0. 1. ... 1. 0. 0.] ... - [1. 1. 1. ... 0. 0. 1.] - [1. 1. 1. ... 0. 0. 0.] - [2. 1. 1. ... 1. 1. 1.]] + [1. 0. 0. ... 1. 1. 1.] + [1. 0. 1. ... 0. 0. 0.] + [2. 0. 1. ... 0. 0. 1.]] *** END computing ci exp matrix, cached result [[[1. ] [0.52921334] [0.76130039] ... - [0.52921334] - [0.69514393] - [0.69514393]] + [0.63473642] + [0.63473642] + [0.83375292]] [[0.52921334] [1. ] [0.48322508] ... [0.48322508] - [0.44123317] - [0.44123317]] + [0.69514393] + [0.52921334]] [[0.76130039] [0.48322508] [1. ] ... [0.57957828] - [0.63473642] - [0.63473642]] + [0.57957828] + [0.76130039]] ... - [[0.52921334] + [[0.63473642] [0.48322508] [0.57957828] ... [1. ] - [0.76130039] - [0.52921334]] + [0.57957828] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] + [[0.63473642] + [0.69514393] + [0.57957828] ... - [0.76130039] + [0.57957828] [1. ] - [0.57957828]] + [0.63473642]] - [[0.69514393] - [0.44123317] - [0.63473642] - ... + [[0.83375292] [0.52921334] - [0.57957828] + [0.76130039] + ... + [0.63473642] + [0.63473642] [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 165 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '0303-1001' +--- Neighbour 0 in the list of neghbours, And at position 201 in the X datas point -------------- - --- Configuration: 3333-1111 + --- Configuration: 0303-1001 --- Distance from that configuration: [1.] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 3333-1101 + --- Configuration: 0003-1001 --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Energy efficiency: 6806147312.252427 + --- Energy: 54.44253148500697 + --- Workload: 370545000000.0 -------------- ---- 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 77 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: 0303-1000 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 6928278461.367919 + --- Energy: 53.6166443408558 + --- Workload: 371471000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 82 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: 0202-1001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8895689149.038376 + --- Energy: 48.8428586507307 + --- Workload: 434491000000.0 -------------- ---- 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 0 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: 0303-1010 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8236960890.90969 + --- Energy: 61.00540758755291 + --- Workload: 502499000000.0 -------------- ---- 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 11 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: 3303-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8321129010.784183 + --- Energy: 59.94594005320708 + --- Workload: 498819000000.0 -------------- ---- 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 56 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: 0303-0000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5363512027.675722 + --- Energy: 45.0383665719169 + --- Workload: 241564000000.0 -------------- ---- 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 103 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: 3303-1011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10227751572.005417 + --- Energy: 73.37868558375581 + --- Workload: 750499000000.0 -------------- ---- 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 126 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: 0003-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 5256269415.345153 + --- Energy: 45.78293727571249 + --- Workload: 240648000000.0 -------------- ---- 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 177 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: 0202-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 7543867590.03606 + --- Energy: 40.37867051197721 + --- Workload: 304611000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3333-1111' ---- Neighbour 0 in the list of neghbours, And at position 73 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '0303-1001' +--- Neighbour 0 in the list of neghbours, And at position 177 in the X datas point -------------- - --- Configuration: 3330-2220 + --- Configuration: 0202-0001 --- Distance from that configuration: [1.] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Energy efficiency: 7543867590.03606 + --- Energy: 40.37867051197721 + --- Workload: 304611000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 147 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 0022-1111 + --- Configuration: 0303-0000 --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Energy efficiency: 5363512027.675722 + --- Energy: 45.0383665719169 + --- Workload: 241564000000.0 -------------- ---- 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 126 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: 0003-0001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 5256269415.345153 + --- Energy: 45.78293727571249 + --- Workload: 240648000000.0 -------------- ---- 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 82 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: 0202-1001 + --- Distance from that configuration: [0.91310072] + --- Energy efficiency: 8895689149.038376 + --- Energy: 48.8428586507307 + --- Workload: 434491000000.0 -------------- ---- 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 77 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: 0303-1000 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6928278461.367919 + --- Energy: 53.6166443408558 + --- Workload: 371471000000.0 -------------- ---- 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 15 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: 0003-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 6806147312.252427 + --- Energy: 54.44253148500697 + --- Workload: 370545000000.0 -------------- ---- 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 201 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: 0303-1001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8479966080.135679 + --- Energy: 59.193870361299275 + --- Workload: 501963000000.0 -------------- ---- 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 11 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: 3303-0001 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8321129010.784183 + --- Energy: 59.94594005320708 + --- Workload: 498819000000.0 -------------- ---- 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 0 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: 0303-1010 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 8236960890.90969 + --- Energy: 61.00540758755291 + --- Workload: 502499000000.0 -------------- ---- 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 103 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: 3303-1011 + --- Distance from that configuration: [0.83375292] + --- Energy efficiency: 10227751572.005417 + --- Energy: 73.37868558375581 + --- Workload: 750499000000.0 -------------- -------------- ---- 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 77 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 0303-1000 + --- Energy efficiency: 6928278461.367919 + --- Energy: 53.6166443408558 + --- Workload: 371471000000.0 -------------- --- 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: Printing all 29 removed points +--- 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: Printing all 33 removed points --- Configuration: 0033-3000 --- Energy: 53.35616382684589 --- Configuration: 3000-1110 --- Energy: 49.41467631934382 - --- Configuration: 1000-1010 - --- Energy: 42.85376093977719 --- Configuration: 0020-0202 --- Energy: 66.44909360627778 --- Configuration: 3333-0000 @@ -40077,8 +48756,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.1809584910712 --- Configuration: 1101-0202 --- Energy: 65.015157087009 - --- Configuration: 2002-0100 - --- Energy: 42.016301664202444 --- Configuration: 3003-1101 --- Energy: 67.46193459835338 --- Configuration: 3003-0002 @@ -40095,6 +48772,8 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.99051868650201 --- Configuration: 1001-2002 --- Energy: 65.10994999301121 + --- Configuration: 0333-0030 + --- Energy: 58.764018507515395 --- Configuration: 3333-1101 --- Energy: 79.26313007840331 --- Configuration: 3333-3000 @@ -40105,8 +48784,6 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 65.30338482528335 --- Configuration: 2002-0010 --- Energy: 41.1753628489377 - --- Configuration: 2220-0300 - --- Energy: 36.30048338737668 --- Configuration: 0220-2022 --- Energy: 83.48428558869355 --- Configuration: 1111-2002 @@ -40115,12 +48792,24 @@ X = [[2. 0. 1. ... 0. 1. 0.] --- Energy: 47.115411060327354 --- Configuration: 3333-1111 --- Energy: 83.54140347554512 + --- Configuration: 1100-1011 + --- Energy: 48.61244404745341 + --- Configuration: 1000-0202 + --- Energy: 64.17430044494624 + --- Configuration: 0333-0002 + --- Energy: 70.26399021141525 + --- Configuration: 0000-1111 + --- Energy: 53.14600789669191 + --- Configuration: 3033-0100 + --- Energy: 58.43142458623579 + --- Configuration: 0010-0222 + --- Energy: 82.55859277633934 final_X_user friendly : - ['0303-1010', '0303-0100', '2222-0220', '0030-0000', '0020-0010', '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', '2000-2000', '3000-1100', '3000-2200', '1000-1100', '2000-2200', '3000-3300', '0000-1000', '0000-2000', '0000-2200', '1001-2220', '0200-1100', '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', '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', '1010-2000', '0033-0011', '3030-1001', '0010-0011', '2220-0330', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '3330-0101', '0001-0220', '1100-0020', '1100-1001', '3000-0011', '2000-1001', '2020-0220', '2020-0030', '1111-3330', '0222-2220', '0303-0100', '0100-0200', '2200-1000'] + ['0303-1010', '0303-0100', '2222-0220', '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', '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', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '2220-0300', '3330-0101', '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', '3303-0111', '3003-0220', '1000-0100', '0030-2200', '0202-0001', '3333-0001', '1000-2200', '1100-3000', '0020-1111', '3030-1101', '0002-0111', '1011-0330', '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'] final_X : - [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 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], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 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, 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, 1, 0, 0, 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], [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], [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], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [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, 0, 0, 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], [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], [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], [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], [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], [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], [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, 0.0, 1, 0, 0, 0]] + [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 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, 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, 1, 0, 0, 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], [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, 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[2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 @@ -40137,6 +48826,9 @@ final_y : --- 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] @@ -40299,6 +48991,9 @@ final_y : --- 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] @@ -40419,9 +49114,6 @@ final_y : --- 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: [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 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.05789209e+10] @@ -40491,6 +49183,9 @@ final_y : --- 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] @@ -40530,10 +49225,100 @@ final_y : --- 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] ---- Size of X after removing aberrants points from the dataset: 137 ---- Number of abberant points removed : 29 -*** Ratio energy by wokload : [8236960890.90969, 6956231392.081026, 11285968381.230984, 994906080.8659663, 3998672440.749671, 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, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 6473246073.976255, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 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, 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, 5000900162.029165, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 7192278369.94203, 4197888462.103562, 5023055826.242454] ---- Size of X before removing duplicates: 137 + --- 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: [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 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 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] +--- Size of X after removing aberrants points from the dataset: 169 +--- Number of abberant points removed : 33 +*** Ratio energy by wokload : [8236960890.90969, 6956231392.081026, 11285968381.230984, 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, 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, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 8262619084.997563, 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, 10225586667.47108, 8528930131.004368, 4407169583.478402, 6743861400.160503, 7543867590.03606, 9681573061.991112, 6563747111.951271, 5338401255.591975, 10017249703.99027, 9152396555.037937, 9116518219.361662, 8886756067.432705, 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] +--- Size of X before removing duplicates: 169 --- 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 @@ -40550,6 +49335,9 @@ final_y : --- 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] @@ -40712,6 +49500,9 @@ final_y : --- 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] @@ -40832,9 +49623,6 @@ final_y : --- 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: [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 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.05789209e+10] @@ -40904,6 +49692,9 @@ final_y : --- 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] @@ -40932,17 +49723,107 @@ final_y : 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] + 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: [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 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 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 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] + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 8.47996608e+09] --- 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 @@ -40958,684 +49839,690 @@ final_y : --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 0, 0, 1, 0, 2.0, 1, 1, 0, 0] + --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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 already present at positions [12, 13, 25] - --- Position: 12 + --- Answer : the configuration 0000-0000 is already present at positions [13, 14, 26] + --- Position: 13 -------------- --- Configuration: 0000-0000 --- Energy efficiency: 0.08333333333333333 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Energy: 43.82652071469574 + --- Workload: 335276000000.0 -------------- - --- Position: 13 + --- Position: 14 -------------- --- Configuration: 0000-0000 --- Energy efficiency: 0.08333333333333333 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Energy: 67.3857084084629 + --- Workload: 629393000000.0 -------------- - --- Position: 25 + --- Position: 26 -------------- --- Configuration: 0000-0000 --- Energy efficiency: 0.08333333333333333 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Energy: 48.682465076838824 + --- Workload: 373189000000.0 -------------- ---------------------- --- Ordered by energy, Printing the list of the 3 duplicates of '0000-0000' ---- Duplicate 0 in the list of duplicate, And at position 13 in the X datas point +--- Duplicate 0 in the list of duplicate, And at position 14 in the X datas point -------------- --- Configuration: 0000-0000 --- Energy efficiency: 0.08333333333333333 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Energy: 67.3857084084629 + --- Workload: 629393000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 25 in the X datas point +--- Duplicate 1 in the list of duplicate, And at position 26 in the X datas point -------------- --- Configuration: 0000-0000 --- Energy efficiency: 0.08333333333333333 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Energy: 48.682465076838824 + --- Workload: 373189000000.0 -------------- ---- Duplicate 2 in the list of duplicate, And at position 12 in the X datas point +--- Duplicate 2 in the list of duplicate, And at position 13 in the X datas point -------------- --- Configuration: 0000-0000 --- Energy efficiency: 0.08333333333333333 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Energy: 43.82652071469574 + --- Workload: 335276000000.0 -------------- -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 13 in the X datas point +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 14 in the X datas point -------------- --- Configuration: 0000-0000 --- Energy efficiency: 0.08333333333333333 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Energy: 67.3857084084629 + --- Workload: 629393000000.0 -------------- --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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 already present at positions [14, 28] - --- Position: 14 + --- Answer : the configuration 3000-0000 is already present at positions [15, 29] + --- Position: 15 -------------- --- Configuration: 3000-0000 --- Energy efficiency: 1016987763.6032282 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Energy: 54.44253148500697 + --- Workload: 370545000000.0 -------------- - --- Position: 28 + --- Position: 29 -------------- --- Configuration: 3000-0000 --- Energy efficiency: 1010122436.9405816 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Energy: 36.1860248822606 + --- Workload: 150171000000.0 -------------- ---------------------- --- Ordered by energy, Printing the list of the 2 duplicates of '3000-0000' ---- Duplicate 0 in the list of duplicate, And at position 14 in the X datas point +--- Duplicate 0 in the list of duplicate, And at position 15 in the X datas point -------------- --- Configuration: 3000-0000 --- Energy efficiency: 1016987763.6032282 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Energy: 54.44253148500697 + --- Workload: 370545000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 28 in the X datas point +--- Duplicate 1 in the list of duplicate, And at position 29 in the X datas point -------------- --- Configuration: 3000-0000 --- Energy efficiency: 1010122436.9405816 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Energy: 36.1860248822606 + --- Workload: 150171000000.0 -------------- -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 14 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: 3000-0000 --- Energy efficiency: 1016987763.6032282 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Energy: 54.44253148500697 + --- Workload: 370545000000.0 -------------- --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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 already present at positions [15, 42] - --- Position: 15 + --- Answer : the configuration 3300-0000 is already present at positions [16, 43] + --- Position: 16 -------------- --- Configuration: 3300-0000 --- Energy efficiency: 1980229389.772511 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Energy: 30.299284062105812 + --- Workload: 0.0 -------------- - --- Position: 42 + --- Position: 43 -------------- --- Configuration: 3300-0000 --- Energy efficiency: 2075033200.5312083 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Energy: 36.93355197432356 + --- Workload: 185980000000.0 -------------- ---------------------- --- Ordered by energy, Printing the list of the 2 duplicates of '3300-0000' ---- Duplicate 0 in the list of duplicate, And at position 15 in the X datas point +--- Duplicate 0 in the list of duplicate, And at position 43 in the X datas point -------------- --- Configuration: 3300-0000 - --- Energy efficiency: 1980229389.772511 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Energy efficiency: 2075033200.5312083 + --- Energy: 36.93355197432356 + --- Workload: 185980000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 42 in the X datas point +--- Duplicate 1 in the list of duplicate, And at position 16 in the X datas point -------------- --- Configuration: 3300-0000 - --- Energy efficiency: 2075033200.5312083 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Energy efficiency: 1980229389.772511 + --- Energy: 30.299284062105812 + --- Workload: 0.0 -------------- -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 15 in the X datas point +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 43 in the X datas point -------------- --- Configuration: 3300-0000 - --- Energy efficiency: 1980229389.772511 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Energy efficiency: 2075033200.5312083 + --- Energy: 36.93355197432356 + --- Workload: 185980000000.0 -------------- --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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 [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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 already present at positions [23, 54] - --- Position: 23 + --- Answer : the configuration 3000-3300 is already present at positions [24, 55] + --- Position: 24 -------------- --- Configuration: 3000-3300 --- Energy efficiency: 6611133148.221605 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Energy: 35.59789292409111 + --- Workload: 117748000000.0 -------------- - --- Position: 54 + --- Position: 55 -------------- --- Configuration: 3000-3300 --- Energy efficiency: 6473246073.976255 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Energy: 47.4541739001796 + --- Workload: 424732000000.0 -------------- ---------------------- --- Ordered by energy, Printing the list of the 2 duplicates of '3000-3300' ---- Duplicate 0 in the list of duplicate, And at position 23 in the X datas point +--- Duplicate 0 in the list of duplicate, And at position 55 in the X datas point -------------- --- Configuration: 3000-3300 - --- Energy efficiency: 6611133148.221605 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Energy efficiency: 6473246073.976255 + --- Energy: 47.4541739001796 + --- Workload: 424732000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 54 in the X datas point +--- Duplicate 1 in the list of duplicate, And at position 24 in the X datas point -------------- --- Configuration: 3000-3300 - --- Energy efficiency: 6473246073.976255 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Energy efficiency: 6611133148.221605 + --- Energy: 35.59789292409111 + --- Workload: 117748000000.0 -------------- -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 23 in the X datas point +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 55 in the X datas point -------------- --- Configuration: 3000-3300 - --- Energy efficiency: 6611133148.221605 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Energy efficiency: 6473246073.976255 + --- Energy: 47.4541739001796 + --- Workload: 424732000000.0 -------------- --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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 already present at positions [32, 74] - --- Position: 32 + --- Answer : the configuration 2220-0000 is already present at positions [33, 76] + --- Position: 33 -------------- --- Configuration: 2220-0000 --- Energy efficiency: 3029054692.61153 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Energy: 29.543907709942122 + --- Workload: 29470600000.0 -------------- - --- Position: 74 + --- Position: 76 -------------- --- Configuration: 2220-0000 --- Energy efficiency: 2991522026.5766816 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Energy: 36.67117347490831 + --- Workload: 184845000000.0 -------------- ---------------------- --- Ordered by energy, Printing the list of the 2 duplicates of '2220-0000' ---- Duplicate 0 in the list of duplicate, And at position 74 in the X datas point +--- Duplicate 0 in the list of duplicate, And at position 76 in the X datas point -------------- --- Configuration: 2220-0000 --- Energy efficiency: 2991522026.5766816 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Energy: 36.67117347490831 + --- Workload: 184845000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 32 in the X datas point +--- Duplicate 1 in the list of duplicate, And at position 33 in the X datas point -------------- --- Configuration: 2220-0000 --- Energy efficiency: 3029054692.61153 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Energy: 29.543907709942122 + --- Workload: 29470600000.0 -------------- -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 74 in the X datas point +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 76 in the X datas point -------------- --- Configuration: 2220-0000 --- Energy efficiency: 2991522026.5766816 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Energy: 36.67117347490831 + --- Workload: 184845000000.0 -------------- --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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 already present at positions [38, 89] - --- Position: 38 + --- Answer : the configuration 3000-2000 is already present at positions [39, 91] + --- Position: 39 -------------- --- Configuration: 3000-2000 --- Energy efficiency: 4059018123.5159216 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Energy: 30.508250558695604 + --- Workload: 92411200000.0 -------------- - --- Position: 89 + --- Position: 91 -------------- --- Configuration: 3000-2000 --- Energy efficiency: 3742206854.226074 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Energy: 36.74164741869377 + --- Workload: 250128000000.0 -------------- ---------------------- --- Ordered by energy, Printing the list of the 2 duplicates of '3000-2000' ---- Duplicate 0 in the list of duplicate, And at position 89 in the X datas point +--- Duplicate 0 in the list of duplicate, And at position 91 in the X datas point -------------- --- Configuration: 3000-2000 --- Energy efficiency: 3742206854.226074 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Energy: 36.74164741869377 + --- Workload: 250128000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 38 in the X datas point +--- Duplicate 1 in the list of duplicate, And at position 39 in the X datas point -------------- --- Configuration: 3000-2000 --- Energy efficiency: 4059018123.5159216 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Energy: 30.508250558695604 + --- Workload: 92411200000.0 -------------- -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 89 in the X datas point +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 91 in the X datas point -------------- --- Configuration: 3000-2000 --- Energy efficiency: 3742206854.226074 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Energy: 36.74164741869377 + --- Workload: 250128000000.0 -------------- --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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 [2.0, 0, 1, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [2.0, 0, 1, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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 already present at positions [73, 109] - --- Position: 73 + --- Answer : the configuration 1111-0101 is already present at positions [75, 110] + --- Position: 75 -------------- --- Configuration: 1111-0101 --- Energy efficiency: 9080672696.233337 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Energy: 36.59285860316189 + --- Workload: 160475000000.0 -------------- - --- Position: 109 + --- Position: 110 -------------- --- Configuration: 1111-0101 --- Energy efficiency: 8622547962.923044 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Energy: 65.99051868650201 + --- Workload: 617264000000.0 -------------- ---------------------- --- Ordered by energy, Printing the list of the 2 duplicates of '1111-0101' ---- Duplicate 0 in the list of duplicate, And at position 109 in the X datas point +--- Duplicate 0 in the list of duplicate, And at position 110 in the X datas point -------------- --- Configuration: 1111-0101 --- Energy efficiency: 8622547962.923044 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Energy: 65.99051868650201 + --- Workload: 617264000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 73 in the X datas point +--- Duplicate 1 in the list of duplicate, And at position 75 in the X datas point -------------- --- Configuration: 1111-0101 --- Energy efficiency: 9080672696.233337 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Energy: 36.59285860316189 + --- Workload: 160475000000.0 -------------- -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 109 in the X datas point +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 110 in the X datas point -------------- --- Configuration: 1111-0101 --- Energy efficiency: 8622547962.923044 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Energy: 65.99051868650201 + --- Workload: 617264000000.0 -------------- --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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 [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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 [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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 [2.0, 1, 1, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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], [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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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], [2.0, 1, 1, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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]] --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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]] --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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], [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]] --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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], [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]] --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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], [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], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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], [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], [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 already present at positions [1, 134] + --- Answer : the configuration 0303-0100 is already present at positions [1, 136] --- Position: 1 -------------- --- Configuration: 0303-0100 @@ -41643,21 +50530,21 @@ final_y : --- Energy: 53.35616382684589 --- Workload: 371205000000.0 -------------- - --- Position: 134 + --- Position: 136 -------------- --- Configuration: 0303-0100 --- Energy efficiency: 7192278369.94203 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Energy: 64.3370683100252 + --- Workload: 534556000000.0 -------------- ---------------------- --- Ordered by energy, Printing the list of the 2 duplicates of '0303-0100' ---- Duplicate 0 in the list of duplicate, And at position 134 in the X datas point +--- Duplicate 0 in the list of duplicate, And at position 136 in the X datas point -------------- --- Configuration: 0303-0100 --- Energy efficiency: 7192278369.94203 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Energy: 64.3370683100252 + --- Workload: 534556000000.0 -------------- --- Duplicate 1 in the list of duplicate, And at position 1 in the X datas point -------------- @@ -41667,64 +50554,388 @@ final_y : --- Workload: 371205000000.0 -------------- -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 134 in the X datas point +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 136 in the X datas point -------------- --- Configuration: 0303-0100 --- Energy efficiency: 7192278369.94203 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Energy: 64.3370683100252 + --- Workload: 534556000000.0 -------------- --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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], [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], [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 already present at positions [80, 135] - --- Position: 80 + --- Answer : the configuration 0100-0200 is already present at positions [82, 137] + --- Position: 82 -------------- --- Configuration: 0100-0200 --- Energy efficiency: 4093227346.033253 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Energy: 48.8428586507307 + --- Workload: 434491000000.0 -------------- - --- Position: 135 + --- Position: 137 -------------- --- Configuration: 0100-0200 --- Energy efficiency: 4197888462.103562 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Energy: 35.48607288213239 + --- Workload: 177462000000.0 -------------- ---------------------- --- Ordered by energy, Printing the list of the 2 duplicates of '0100-0200' ---- Duplicate 0 in the list of duplicate, And at position 135 in the X datas point +--- Duplicate 0 in the list of duplicate, And at position 82 in the X datas point -------------- --- Configuration: 0100-0200 - --- Energy efficiency: 4197888462.103562 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Energy efficiency: 4093227346.033253 + --- Energy: 48.8428586507307 + --- Workload: 434491000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 80 in the X datas point +--- Duplicate 1 in the list of duplicate, And at position 137 in the X datas point -------------- --- Configuration: 0100-0200 - --- Energy efficiency: 4093227346.033253 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Energy efficiency: 4197888462.103562 + --- Energy: 35.48607288213239 + --- Workload: 177462000000.0 -------------- -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 135 in the X datas point +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 82 in the X datas point -------------- --- Configuration: 0100-0200 - --- Energy efficiency: 4197888462.103562 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Energy efficiency: 4093227346.033253 + --- Energy: 48.8428586507307 + --- Workload: 434491000000.0 -------------- --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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, 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], [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], [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], [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, 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], [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], [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], [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]] + --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 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], [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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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 already present at positions [37, 140] + --- Position: 37 +-------------- + --- Configuration: 2200-2000 + --- Energy efficiency: 5035525633.343237 + --- Energy: 30.07061597004587 + --- Workload: 60106800000.0 +-------------- + --- Position: 140 +-------------- + --- Configuration: 2200-2000 + --- Energy efficiency: 5065035050.042546 + --- Energy: 43.884169684615244 + --- Workload: 370724000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '2200-2000' +--- Duplicate 0 in the list of duplicate, And at position 140 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Energy efficiency: 5065035050.042546 + --- Energy: 43.884169684615244 + --- Workload: 370724000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 37 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Energy efficiency: 5035525633.343237 + --- Energy: 30.07061597004587 + --- Workload: 60106800000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 140 in the X datas point +-------------- + --- Configuration: 2200-2000 + --- Energy efficiency: 5065035050.042546 + --- Energy: 43.884169684615244 + --- Workload: 370724000000.0 +-------------- + --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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 [2.0, 1, 1, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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 : configuration is present, have it been processed? -1 + --- Answer : the configuration 1011-3030 is already present at positions [86, 156] + --- Position: 86 +-------------- + --- Configuration: 1011-3030 + --- Energy efficiency: 8871225293.637558 + --- Energy: 45.44863666563364 + --- Workload: 412706000000.0 +-------------- + --- Position: 156 +-------------- + --- Configuration: 1011-3030 + --- Energy efficiency: 8938627384.378855 + --- Energy: 41.03159908655608 + --- Workload: 270449000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '1011-3030' +--- Duplicate 0 in the list of duplicate, And at position 86 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Energy efficiency: 8871225293.637558 + --- Energy: 45.44863666563364 + --- Workload: 412706000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 156 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Energy efficiency: 8938627384.378855 + --- Energy: 41.03159908655608 + --- Workload: 270449000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 86 in the X datas point +-------------- + --- Configuration: 1011-3030 + --- Energy efficiency: 8871225293.637558 + --- Energy: 45.44863666563364 + --- Workload: 412706000000.0 +-------------- + --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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, 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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], [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 already present at positions [44, 159] + --- Position: 44 +-------------- + --- Configuration: 0011-0000 + --- Energy efficiency: 2745412415.8531094 + --- Energy: 36.46450751429702 + --- Workload: 194232000000.0 +-------------- + --- Position: 159 +-------------- + --- Configuration: 0011-0000 + --- Energy efficiency: 2780233650.836016 + --- Energy: 49.989818506242955 + --- Workload: 548186000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '0011-0000' +--- Duplicate 0 in the list of duplicate, And at position 159 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Energy efficiency: 2780233650.836016 + --- Energy: 49.989818506242955 + --- Workload: 548186000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 44 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Energy efficiency: 2745412415.8531094 + --- Energy: 36.46450751429702 + --- Workload: 194232000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 159 in the X datas point +-------------- + --- Configuration: 0011-0000 + --- Energy efficiency: 2780233650.836016 + --- Energy: 49.989818506242955 + --- Workload: 548186000000.0 +-------------- + --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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], [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 already present at positions [79, 162] + --- Position: 79 +-------------- + --- Configuration: 1011-0100 + --- Energy efficiency: 6807769026.0124855 + --- Energy: 35.93660318178646 + --- Workload: 172823000000.0 +-------------- + --- Position: 162 +-------------- + --- Configuration: 1011-0100 + --- Energy efficiency: 6759862639.591164 + --- Energy: 35.26956535624208 + --- Workload: 148058000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '1011-0100' +--- Duplicate 0 in the list of duplicate, And at position 79 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Energy efficiency: 6807769026.0124855 + --- Energy: 35.93660318178646 + --- Workload: 172823000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 162 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Energy efficiency: 6759862639.591164 + --- Energy: 35.26956535624208 + --- Workload: 148058000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 79 in the X datas point +-------------- + --- Configuration: 1011-0100 + --- Energy efficiency: 6807769026.0124855 + --- Energy: 35.93660318178646 + --- Workload: 172823000000.0 +-------------- + --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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], [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 already present at positions [85, 163] + --- Position: 85 +-------------- + --- Configuration: 1011-3330 + --- Energy efficiency: 10000990098.019703 + --- Energy: 65.80063109114849 + --- Workload: 499771000000.0 +-------------- + --- Position: 163 +-------------- + --- Configuration: 1011-3330 + --- Energy efficiency: 10558457958.332102 + --- Energy: 47.115411060327354 + --- Workload: 292447000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '1011-3330' +--- Duplicate 0 in the list of duplicate, And at position 85 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Energy efficiency: 10000990098.019703 + --- Energy: 65.80063109114849 + --- Workload: 499771000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 163 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Energy efficiency: 10558457958.332102 + --- Energy: 47.115411060327354 + --- Workload: 292447000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 85 in the X datas point +-------------- + --- Configuration: 1011-3330 + --- Energy efficiency: 10000990098.019703 + --- Energy: 65.80063109114849 + --- Workload: 499771000000.0 +-------------- + --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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], [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 already present at positions [124, 166] + --- Position: 124 +-------------- + --- Configuration: 0022-1111 + --- Energy efficiency: 11384996168.94879 + --- Energy: 59.697236073290554 + --- Workload: 500528000000.0 +-------------- + --- Position: 166 +-------------- + --- Configuration: 0022-1111 + --- Energy efficiency: 11525411226.672567 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '0022-1111' +--- Duplicate 0 in the list of duplicate, And at position 124 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Energy efficiency: 11384996168.94879 + --- Energy: 59.697236073290554 + --- Workload: 500528000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 166 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Energy efficiency: 11525411226.672567 + --- Energy: 42.75164023390624 + --- Workload: 426227000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 124 in the X datas point +-------------- + --- Configuration: 0022-1111 + --- Energy efficiency: 11384996168.94879 + --- Energy: 59.697236073290554 + --- Workload: 500528000000.0 +-------------- + --- 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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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], [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, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 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], [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], [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], [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], [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, 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], [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 final_X_user friendly : - ['0303-1010', '0303-0100', '2222-0220', '0030-0000', '0020-0010', '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', '2000-2000', '3000-1100', '3000-2200', '1000-1100', '2000-2200', '0000-1000', '0000-2000', '0000-2200', '1001-2220', '0200-1100', '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', '0333-0030', '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', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '3330-0101', '0001-0220', '1100-0020', '1100-1001', '3000-0011', '2000-1001', '2020-0220', '2020-0030', '1111-3330', '0222-2220', '2200-1000'] + ['0303-1010', '0303-0100', '2222-0220', '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', '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', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '2220-0300', '3330-0101', '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', '3303-0111', '3003-0220', '1000-0100', '0030-2200', '0202-0001', '3333-0001', '1000-2200', '1100-3000', '0020-1111', '3030-1101', '0002-0111', '1011-0330', '3030-0000', '0111-0001', '1111-3300', '0002-3330', '3000-0001', '1011-0011', '0220-2000', '0303-1001'] final_X : - [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 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, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 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], [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], [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], 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7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 5023055826.242454] + [8236960890.90969, 7192278369.94203, 11285968381.230984, 994906080.8659663, 3998672440.749671, 6501654671.113798, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 1016987763.6032282, 2075033200.5312083, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6473246073.976255, 8224428196.629629, 997516184.7000968, 1014996574.3865615, 2018619748.5607243, 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, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 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, 8622547962.923044, 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, 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, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 8262619084.997563, 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, 10225586667.47108, 8528930131.004368, 4407169583.478402, 6743861400.160503, 7543867590.03606, 9681573061.991112, 6563747111.951271, 5338401255.591975, 10017249703.99027, 9152396555.037937, 9116518219.361662, 8886756067.432705, 2117186259.461176, 6254338947.644929, 9442424814.692413, 9147875405.936972, 3629843118.1804323, 8737821661.059898, 5281811027.365063, 8479966080.135679] --- 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 @@ -41741,6 +50952,9 @@ final_y : --- 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] @@ -41767,9 +50981,9 @@ final_y : --- 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: [2.0000000e+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] @@ -41793,7 +51007,7 @@ final_y : 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] + 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] @@ -41826,7 +51040,7 @@ final_y : 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] + 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] @@ -41844,7 +51058,7 @@ final_y : 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 2.74541242e+09] + 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] @@ -41890,6 +51104,9 @@ final_y : --- 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] @@ -41949,7 +51166,7 @@ final_y : 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] + 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] @@ -42004,9 +51221,6 @@ final_y : --- 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: [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 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.05789209e+10] @@ -42073,6 +51287,9 @@ final_y : --- 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] @@ -42106,10704 +51323,2052 @@ final_y : --- 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] ---- Size of X after removing duplicates: 127 ---- Number of duplicates points removed : 10 -*** Ratio energy by wokload : [8236960890.90969, 7192278369.94203, 11285968381.230984, 994906080.8659663, 3998672440.749671, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6611133148.221605, 8224428196.629629, 997516184.7000968, 1014996574.3865615, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 2991522026.5766816, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5035525633.343237, 5326600510.288329, 3742206854.226074, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 2745412415.8531094, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 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, 8622547962.923044, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4197888462.103562, 6788174999.151478, 9607255399.277534, 10000990098.019703, 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, 8477809334.068076, 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, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 5023055826.242454] + --- 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: [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 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: [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] +--- Size of X after removing duplicates: 153 +--- Number of duplicates points removed : 16 +*** Ratio energy by wokload : [8236960890.90969, 7192278369.94203, 11285968381.230984, 994906080.8659663, 3998672440.749671, 6501654671.113798, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 1016987763.6032282, 2075033200.5312083, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6473246073.976255, 8224428196.629629, 997516184.7000968, 1014996574.3865615, 2018619748.5607243, 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, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 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, 8622547962.923044, 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, 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, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 8262619084.997563, 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, 10225586667.47108, 8528930131.004368, 4407169583.478402, 6743861400.160503, 7543867590.03606, 9681573061.991112, 6563747111.951271, 5338401255.591975, 10017249703.99027, 9152396555.037937, 9116518219.361662, 8886756067.432705, 2117186259.461176, 6254338947.644929, 9442424814.692413, 9147875405.936972, 3629843118.1804323, 8737821661.059898, 5281811027.365063, 8479966080.135679] ---> getting userfriendly values from X values ---> getting userfriendly values from X values -Train set Configurations : [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -Train set energy by workload : [6.80776903e+09 8.22442820e+09 9.41309361e+09 5.00090016e+09 - 5.44944279e+09 8.38440835e+09 4.38542635e+09 5.54942036e+09 - 7.87829608e+09 8.79577099e+09 8.41127784e+09 7.19227837e+09 - 7.66577233e+09 5.07215135e+09 6.68149960e+09 5.33623625e+09 - 8.96402736e+09 8.90678162e+09 6.54000850e+09 7.65005585e+09 - 5.04060205e+09 8.26261908e+09 5.02305583e+09 9.34012049e+09 - 4.19788846e+09 2.01861975e+09 5.94763700e+09 6.59121918e+09 - 5.82139946e+09 9.22994564e+09 7.46736760e+09 5.78961690e+09 - 1.00009901e+10 1.14148736e+10 8.78209857e+09 7.24984413e+09 - 7.52995038e+09 3.55026645e+09 1.13849962e+10 6.65708047e+09 - 6.63407126e+09 6.00528465e+09 3.14516839e+09 9.60725540e+09 - 5.72413122e+09 5.19421157e+09 8.89568915e+09 1.09659584e+10 - 7.48749588e+09 1.14688763e+10 6.44342352e+09 8.62254796e+09 - 9.57130141e+09 7.84910873e+09 5.23628747e+09 7.26300805e+09 - 5.03552563e+09 3.13983572e+09 3.33104602e+09 5.36351203e+09 - 3.99867244e+09 4.29232447e+09 7.28268469e+09 2.74541242e+09 - 5.23609555e+09 5.82295876e+09 9.47921209e+09 5.02669173e+09 - 4.80910267e+09 6.51911731e+09 9.75058016e+09 7.52275634e+09 - 6.67017963e+09 6.53949528e+09 5.32660051e+09 8.32112901e+09 - 7.51207566e+09 6.78817500e+09 4.24401382e+09 9.18560432e+09 - 6.61113315e+09 8.33604255e+09 8.44780104e+09 5.37724029e+09 - 7.04309671e+09] -Test set Configurations : [[2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 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, 0, 0, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]] -Test set energy by workload : [9521179864.608822, 8376542330.856669, 0.08333333333333333, 994906080.8659663, 8950387999.31977, 997516184.7000968, 8252186829.509821, 9166575000.916658, 10619025470.794495, 6928278461.367919, 11285968381.230984, 8871225293.637558, 4062233415.93208, 2905397356.669485, 5058399218.983161, 1980229389.772511, 8236960890.90969, 5162462701.2069845, 10534122128.398308, 3321398441.599851, 4153496621.1304984, 1014996574.3865615, 6806147312.252427, 9243340173.405062, 1016987763.6032282, 3751444306.0578322, 6057595619.146848, 6532788063.289651, 5256269415.345153, 4242843383.922169, 6806981239.9597025, 6788774083.176061, 2991522026.5766816, 4149980287.5936337, 3307720550.5370083, 8477809334.068076, 1998856653.9939156, 3742206854.226074, 4533975344.242078, 10578920865.440357, 8367150566.874451, 6448575832.027497] -Train set Configurations in user friendly mode : ['1011-0100', '3000-3330', '1110-3330', '1010-2000', '0002-3000', '0033-0220', '0001-0200', '0101-0200', '0101-0330', '2002-1001', '0033-0011', '0303-0100', '0000-3330', '3300-3000', '0111-2000', '2020-0030', '0011-0111', '0200-3330', '0200-1100', '0011-1100', '0220-0020', '3330-0101', '2200-1000', '3303-1010', '0100-0200', '1100-0000', '1100-1000', '2000-1001', '0110-0020', '3330-2220', '2020-0220', '0000-3300', '1011-3330', '0222-2220', '1011-2200', '0022-0030', '2020-3030', '0300-0010', '0022-1111', '0010-0101', '0010-0011', '2020-1000', '0000-1000', '0333-0011', '0000-2200', '0110-0010', '0202-1001', '1111-3330', '0110-1001', '2222-2200', '3000-1100', '1111-0101', '2220-3330', '0011-2200', '1100-0020', '2002-2000', '2200-2000', '0111-0000', '0000-2000', '0303-0000', '0020-0010', '0100-3000', '0220-1001', '0011-0000', '1001-2000', '3330-3000', '2220-2220', '3300-2000', '0030-2000', '3000-2200', '0222-0300', '1100-1001', '0020-1100', '2000-2200', '3000-1000', '3303-0001', '0202-0200', '1101-2000', '0020-2000', '0101-2220', '3000-3300', '0033-2200', '3030-1001', '3330-0000', '1001-0002'] -Test set Configurations in user friendly mode : ['3033-1010', '0020-2220', '0000-0000', '0030-0000', '2002-0101', '1000-0000', '2220-0330', '1001-2220', '2022-0330', '0303-1000', '2222-0220', '1011-3030', '1000-1000', '1110-0000', '3300-1000', '3300-0000', '0303-1010', '0110-0100', '2022-1001', '0000-0001', '2000-2000', '2000-0000', '0003-1001', '0001-0220', '3000-0000', '0200-0010', '3330-0030', '0010-3300', '0003-0001', '0200-0100', '0011-3000', '3000-0011', '2220-0000', '3000-3000', '0000-3000', '0333-0030', '2200-0000', '3000-2000', '0001-0020', '2022-2200', '0101-2020', '1000-1100'] -Size of X_train: 85 -Size of X_test: 42 +Train set Configurations : [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +Train set energy by workload : [2.01861975e+09 3.74220685e+09 8.41127784e+09 8.88675607e+09 + 8.52893013e+09 5.07215135e+09 9.11651822e+09 8.26261908e+09 + 5.00090016e+09 5.44944279e+09 8.33333333e-02 2.99152203e+09 + 9.44242481e+09 7.54386759e+09 9.22994564e+09 9.68157306e+09 + 6.56374711e+09 8.33604255e+09 5.82295876e+09 6.54000850e+09 + 5.37724029e+09 5.28181103e+09 6.00268920e+09 6.78877408e+09 + 5.25626942e+09 5.78961690e+09 4.24401382e+09 4.38542635e+09 + 4.24284338e+09 5.33623625e+09 7.19227837e+09 7.24543176e+09 + 7.66577233e+09 7.48749588e+09 6.59121918e+09 7.24984413e+09 + 7.26300805e+09 5.06503505e+09 2.78023365e+09 7.65005585e+09 + 1.06190255e+10 1.02255867e+10 1.01499657e+09 5.02669173e+09 + 3.62984312e+09 7.52275634e+09 5.04060205e+09 8.25218683e+09 + 3.32139844e+09 6.80776903e+09 8.73782166e+09 3.30772055e+09 + 3.55026645e+09 8.47996608e+09 3.75144431e+09 8.32112901e+09 + 9.96979153e+09 3.13983572e+09 6.44857583e+09 1.00009901e+10 + 9.15239656e+09 9.57130141e+09 6.74386140e+09 6.53949528e+09 + 4.09322735e+09 8.44780104e+09 3.33104602e+09 8.87122529e+09 + 8.79577099e+09 1.00172497e+10 6.80698124e+09 2.11718626e+09 + 8.62254796e+09 4.15349662e+09 8.89568915e+09 5.16246270e+09 + 7.28268469e+09 8.36715057e+09 5.33840126e+09 5.54942036e+09 + 5.94763700e+09 5.23609555e+09 4.29232447e+09 3.14516839e+09 + 8.90678162e+09 3.99867244e+09 9.52117986e+09 4.06223342e+09 + 1.13849962e+10 7.46736760e+09 5.05839922e+09 6.92827846e+09 + 6.44342352e+09 9.14787541e+09 1.05789209e+10 8.96402736e+09 + 6.00528465e+09 7.87829608e+09 5.36351203e+09 4.14998029e+09 + 1.14688763e+10 2.07503320e+09] +Test set Configurations : [[2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 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], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0]] +Test set energy by workload : [6806147312.252427, 994906080.8659663, 5194211570.625695, 6532788063.289651, 6057595619.146848, 9243340173.405062, 9166575000.916658, 9607255399.277534, 2905397356.669485, 1047552602.8539523, 5127442585.46165, 5724131219.984087, 7504014647.836593, 7512075661.626064, 9185604320.908272, 8384408354.2244835, 6501654671.113798, 8224428196.629629, 6473246073.976255, 6519117311.516021, 7043096708.760907, 5326600510.288329, 9479212087.891254, 8950387999.31977, 997516184.7000968, 6670179627.937381, 5821399464.43125, 6681499595.769274, 10965958375.4152, 11285968381.230984, 9750580159.519491, 4407169583.478402, 11414873580.275099, 7849108733.703288, 4809102669.532892, 5236287472.182222, 9413093613.215984, 1016987763.6032282, 4533975344.242078, 7529950377.627011, 6788174999.151478, 6634071263.19351, 6657080470.788732, 8376542330.856669, 6254338947.644929, 8782098570.274353, 9340120487.55429, 10534122128.398308, 1998856653.9939156, 5023055826.242454, 8236960890.90969] +Train set Configurations in user friendly mode : ['1100-0000', '3000-2000', '0033-0011', '1011-0330', '3003-0220', '3300-3000', '0002-0111', '3330-0101', '1010-2000', '0002-3000', '0000-0000', '2220-0000', '1111-3300', '0202-0001', '3330-2220', '3333-0001', '1000-2200', '0033-2200', '3330-3000', '0200-1100', '3330-0000', '0220-2000', '2220-0300', '3000-0011', '0003-0001', '0000-3300', '0020-2000', '0001-0200', '0200-0100', '2020-0030', '0303-0100', '2002-0100', '0000-3330', '0110-1001', '2000-1001', '0022-0030', '2002-2000', '2200-2000', '0011-0000', '0011-1100', '2022-0330', '3303-0111', '2000-0000', '3300-2000', '3000-0001', '1100-1001', '0220-0020', '2220-0330', '0000-0001', '1011-0100', '1011-0011', '0000-3000', '0300-0010', '0303-1001', '0200-0010', '3303-0001', '0222-1000', '0111-0000', '1000-1100', '1011-3330', '3030-1101', '2220-3330', '0030-2200', '2000-2200', '0100-0200', '3030-1001', '0000-2000', '1011-3030', '2002-1001', '0020-1111', '0011-3000', '3030-0000', '1111-0101', '2000-2000', '0202-1001', '0110-0100', '0220-1001', '0101-2020', '1100-3000', '0101-0200', '1100-1000', '1001-2000', '0100-3000', '0000-1000', '0200-3330', '0020-0010', '3033-1010', '1000-1000', '0022-1111', '2020-0220', '3300-1000', '0303-1000', '3000-1100', '0002-3330', '2022-2200', '0011-0111', '2020-1000', '0101-0330', '0303-0000', '3000-3000', '2222-2200', '3300-0000'] +Test set Configurations in user friendly mode : ['0003-1001', '0030-0000', '0110-0010', '0010-3300', '3330-0030', '0001-0220', '1001-2220', '0333-0011', '1110-0000', '0300-0000', '0330-0300', '0000-2200', '3030-0110', '0202-0200', '0101-2220', '0033-0220', '1000-1010', '3000-3330', '3000-3300', '3000-2200', '1001-0002', '3000-1000', '2220-2220', '2002-0101', '1000-0000', '0020-1100', '0110-0020', '0111-2000', '1111-3330', '2222-0220', '0222-0300', '1000-0100', '0222-2220', '0011-2200', '0030-2000', '1100-0020', '1110-3330', '3000-0000', '0001-0020', '2020-3030', '1101-2000', '0010-0011', '0010-0101', '0020-2220', '0111-0001', '1011-2200', '3303-1010', '2022-1001', '2200-0000', '2200-1000', '0303-1010'] +Size of X_train: 102 +Size of X_test: 51 ***** Training the datas ***** - **** Predicted y test = [8.98313623e+09 8.40403986e+09 1.23117566e+09 3.24535241e+09 - 8.60397032e+09 2.31544057e+09 8.41006056e+09 9.23553188e+09 - 9.54949367e+09 6.76971345e+09 1.02602547e+10 8.27337705e+09 - 4.28916686e+09 3.89565335e+09 5.56035940e+09 3.97787862e+09 - 7.93977031e+09 4.87909347e+09 9.70960406e+09 3.77420130e+09 - 4.78279309e+09 2.97821316e+09 7.96392062e+09 6.61929665e+09 - 3.43812977e+09 4.08336106e+09 6.22504659e+09 6.70109813e+09 - 6.53963753e+09 4.48960864e+09 5.89532198e+09 6.68275309e+09 - 4.60181489e+09 4.62127665e+09 3.62031957e+09 7.93804069e+09 - 3.56105763e+09 4.84635238e+09 4.76622994e+09 9.70829462e+09 - 7.46114137e+09 6.00692228e+09] + **** Predicted y test = [7.52166602e+09 2.20234983e+09 4.15017654e+09 6.38487411e+09 + 5.91432793e+09 6.87421870e+09 9.81090355e+09 9.44617909e+09 + 3.14820162e+09 2.15625874e+09 5.51429301e+09 5.50448499e+09 + 6.89181662e+09 6.83415913e+09 9.77499874e+09 8.71827991e+09 + 5.87454706e+09 7.63747287e+09 6.02686967e+09 6.19803122e+09 + 5.81658121e+09 4.08655600e+09 1.01091420e+10 8.50247661e+09 + 1.29440082e+09 6.68913526e+09 4.58176230e+09 7.27108687e+09 + 1.09973191e+10 1.04625906e+10 7.79802986e+09 3.71557348e+09 + 1.14562658e+10 8.06360113e+09 4.43245654e+09 4.51632449e+09 + 9.31846076e+09 1.80128826e+09 4.84969237e+09 7.30544656e+09 + 7.18116355e+09 5.59324335e+09 5.65271088e+09 8.52426565e+09 + 6.50215497e+09 9.14381569e+09 9.20679951e+09 1.01274705e+10 + 2.78352109e+09 5.49185963e+09 8.31284618e+09] Start computin r squared, result = -column mean vector= [5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646] - diff with mean vector [ 3.77133752e+09 2.62669999e+09 -5.74984234e+09 -4.75493626e+09 - 3.20054566e+09 -4.75232616e+09 2.50234449e+09 3.41673266e+09 - 4.86918313e+09 1.17843612e+09 5.53612604e+09 3.12138295e+09 - -1.68760892e+09 -2.84444498e+09 -6.91443122e+08 -3.76961295e+09 - 2.48711855e+09 -5.87379640e+08 4.78427979e+09 -2.42844390e+09 - -1.59634572e+09 -4.73484577e+09 1.05630497e+09 3.49349783e+09 - -4.73285458e+09 -1.99839803e+09 3.07753278e+08 7.82945723e+08 - -4.93572925e+08 -1.50699896e+09 1.05713890e+09 1.03893174e+09 - -2.75832031e+09 -1.59986205e+09 -2.44212179e+09 2.72796699e+09 - -3.75098569e+09 -2.00763549e+09 -1.21586700e+09 4.82907852e+09 - 2.61730823e+09 6.98733491e+08] - diff with mean vector squared [1.42229867e+19 6.89955284e+18 3.30606869e+19 2.26094188e+19 - 1.02434925e+19 2.25846039e+19 6.26172794e+18 1.16740621e+19 - 2.37089444e+19 1.38871169e+18 3.06486915e+19 9.74303154e+18 - 2.84802388e+18 8.09086727e+18 4.78093591e+17 1.42099818e+19 - 6.18575868e+18 3.45014841e+17 2.28893331e+19 5.89733977e+18 - 2.54831966e+18 2.24187644e+19 1.11578019e+18 1.22045271e+19 - 2.23999124e+19 3.99359471e+18 9.47120803e+16 6.13004004e+17 - 2.43614233e+17 2.27104586e+18 1.11754265e+18 1.07937917e+18 - 7.60833096e+18 2.55955859e+18 5.96395884e+18 7.44180392e+18 - 1.40698936e+19 4.03060025e+18 1.47833255e+18 2.33199994e+19 - 6.85030235e+18 4.88228492e+17] - diff with predicted vector [ 5.38043634e+08 -2.74975299e+07 -1.23117566e+09 -2.25044632e+09 - 3.46417679e+08 -1.31792438e+09 -1.57873732e+08 -6.89568794e+07 - 1.06953180e+09 1.58565011e+08 1.02571363e+09 5.97848244e+08 - -2.26933440e+08 -9.90255993e+08 -5.01960184e+08 -1.99764923e+09 - 2.97190580e+08 2.83369227e+08 8.24518070e+08 -4.52802863e+08 - -6.29296471e+08 -1.96321658e+09 -1.15777331e+09 2.62404352e+09 - -2.42114201e+09 -3.31916756e+08 -1.67450966e+08 -1.68310070e+08 - -1.28336812e+09 -2.46765253e+08 9.11659255e+08 1.06020994e+08 - -1.61029286e+09 -4.71296365e+08 -3.12599018e+08 5.39768648e+08 - -1.56220098e+09 -1.10414552e+09 -2.32254591e+08 8.70626249e+08 - 9.06009192e+08 4.41653555e+08] - diff with predicted vector squared [2.89490952e+17 7.56114150e+14 1.51579351e+18 5.06450866e+18 - 1.20005208e+17 1.73692468e+18 2.49241154e+16 4.75505122e+15 - 1.14389826e+18 2.51428627e+16 1.05208846e+18 3.57422523e+17 - 5.14987860e+16 9.80606931e+17 2.51964027e+17 3.99060244e+18 - 8.83222406e+16 8.02981191e+16 6.79830049e+17 2.05030433e+17 - 3.96014049e+17 3.85421935e+18 1.34043903e+18 6.88560440e+18 - 5.86192864e+18 1.10168733e+17 2.80398260e+16 2.83282795e+16 - 1.64703372e+18 6.08930901e+16 8.31122598e+17 1.12404511e+16 - 2.59304309e+18 2.22120263e+17 9.77181463e+16 2.91350193e+17 - 2.44047190e+18 1.21913734e+18 5.39421950e+16 7.57990066e+17 - 8.20852656e+17 1.95057862e+17] -End computing r squared, result = 0.880848461678771 - Kernel ridge R2 score = 0.880848461678771 +column mean vector= [6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 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-2.38734538e+09 + 4.62035862e+09 1.05459377e+09 -1.98541229e+09 -1.55822749e+09 + 2.61857865e+09 -5.77752720e+09 -2.26053962e+09 7.35435416e+08 + -6.33996212e+06 -1.60443698e+08 -1.37434490e+08 1.58202737e+09 + -5.40176014e+08 1.98758361e+09 2.54560553e+09 3.73960717e+09 + -4.79565831e+09 -1.77145914e+09 1.44244593e+09] + diff with mean vector squared [1.35311589e+14 3.36354632e+19 2.56097094e+18 6.85009691e+16 + 5.43050117e+17 5.99674492e+18 5.62666883e+18 7.91150877e+18 + 1.51252357e+19 3.30275763e+19 2.77913031e+18 1.14572135e+18 + 5.03389805e+17 5.14893359e+17 5.71730833e+18 2.52776100e+18 + 8.57671495e+16 2.04465186e+18 1.03213698e+17 7.58438655e+16 + 6.17928852e+16 2.15477284e+18 7.20759866e+18 4.64778856e+18 + 3.36051948e+19 1.54592751e+16 9.46953770e+17 1.27724728e+16 + 1.74009402e+19 2.01731538e+19 8.73832146e+18 5.69941795e+18 + 2.13477138e+19 1.11216802e+18 3.94186197e+18 2.42807291e+18 + 6.85695416e+18 3.33798205e+19 5.11003936e+18 5.40865252e+17 + 4.01951197e+13 2.57421803e+16 1.88882392e+16 2.50281060e+18 + 2.91790126e+17 3.95048860e+18 6.48010750e+18 1.39846618e+19 + 2.29983386e+19 3.13806747e+18 2.08065026e+18] + diff with predicted vector [-7.15518707e+08 -1.20744374e+09 1.04403503e+09 1.47913953e+08 + 1.43267693e+08 2.36912148e+09 -6.44328552e+08 1.61076313e+08 + -2.42804267e+08 -1.10870613e+09 -3.86850424e+08 2.19646226e+08 + 6.12198030e+08 6.77916531e+08 -5.89394415e+08 -3.33871555e+08 + 6.27107615e+08 5.86955330e+08 4.46376402e+08 3.21086093e+08 + 1.22651549e+09 1.24004451e+09 -6.29929944e+08 4.47911387e+08 + -2.96884633e+08 -1.89556306e+07 1.23963717e+09 -5.89587273e+08 + -3.13606764e+07 8.23377804e+08 1.95255030e+09 6.91596102e+08 + -4.13922534e+07 -2.14492392e+08 3.76646128e+08 7.19962981e+08 + 9.46328531e+07 -7.84300496e+08 -3.15717029e+08 2.24503822e+08 + -3.92988550e+08 1.04082792e+09 1.00436959e+09 -1.47723314e+08 + -2.47816019e+08 -3.61717124e+08 1.33320977e+08 4.06651639e+08 + -7.84664440e+08 -4.68803808e+08 -7.58852870e+07] + diff with predicted vector squared [5.11967021e+17 1.45792040e+18 1.09000915e+18 2.18785374e+16 + 2.05256320e+16 5.61273657e+18 4.15159283e+17 2.59455785e+16 + 5.89539121e+16 1.22922929e+18 1.49653251e+17 4.82444645e+16 + 3.74786428e+17 4.59570823e+17 3.47385776e+17 1.11470215e+17 + 3.93263961e+17 3.44516560e+17 1.99251892e+17 1.03096279e+17 + 1.50434026e+18 1.53771039e+18 3.96811735e+17 2.00624611e+17 + 8.81404856e+16 3.59315933e+14 1.53670030e+18 3.47613153e+17 + 9.83492024e+14 6.77951007e+17 3.81245269e+18 4.78305169e+17 + 1.71331864e+15 4.60069860e+16 1.41862306e+17 5.18346695e+17 + 8.95537688e+15 6.15127268e+17 9.96772425e+16 5.04019660e+16 + 1.54440000e+17 1.08332275e+18 1.00875828e+18 2.18221776e+16 + 6.14127794e+16 1.30839278e+17 1.77744830e+16 1.65365556e+17 + 6.15698284e+17 2.19777011e+17 5.75857678e+15] +End computing r squared, result = 0.9186977927112677 + Kernel ridge R2 score = 0.9186977927112677 printing plots Start computin r squared, result = -column mean vector= [5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646] - diff with mean vector [ 3.77133752e+09 2.62669999e+09 -5.74984234e+09 -4.75493626e+09 - 3.20054566e+09 -4.75232616e+09 2.50234449e+09 3.41673266e+09 - 4.86918313e+09 1.17843612e+09 5.53612604e+09 3.12138295e+09 - -1.68760892e+09 -2.84444498e+09 -6.91443122e+08 -3.76961295e+09 - 2.48711855e+09 -5.87379640e+08 4.78427979e+09 -2.42844390e+09 - -1.59634572e+09 -4.73484577e+09 1.05630497e+09 3.49349783e+09 - -4.73285458e+09 -1.99839803e+09 3.07753278e+08 7.82945723e+08 - -4.93572925e+08 -1.50699896e+09 1.05713890e+09 1.03893174e+09 - -2.75832031e+09 -1.59986205e+09 -2.44212179e+09 2.72796699e+09 - -3.75098569e+09 -2.00763549e+09 -1.21586700e+09 4.82907852e+09 - 2.61730823e+09 6.98733491e+08] - diff with mean vector squared [1.42229867e+19 6.89955284e+18 3.30606869e+19 2.26094188e+19 - 1.02434925e+19 2.25846039e+19 6.26172794e+18 1.16740621e+19 - 2.37089444e+19 1.38871169e+18 3.06486915e+19 9.74303154e+18 - 2.84802388e+18 8.09086727e+18 4.78093591e+17 1.42099818e+19 - 6.18575868e+18 3.45014841e+17 2.28893331e+19 5.89733977e+18 - 2.54831966e+18 2.24187644e+19 1.11578019e+18 1.22045271e+19 - 2.23999124e+19 3.99359471e+18 9.47120803e+16 6.13004004e+17 - 2.43614233e+17 2.27104586e+18 1.11754265e+18 1.07937917e+18 - 7.60833096e+18 2.55955859e+18 5.96395884e+18 7.44180392e+18 - 1.40698936e+19 4.03060025e+18 1.47833255e+18 2.33199994e+19 - 6.85030235e+18 4.88228492e+17] - diff with predicted vector [ 5.38043634e+08 -2.74975299e+07 -1.23117566e+09 -2.25044632e+09 - 3.46417679e+08 -1.31792438e+09 -1.57873732e+08 -6.89568794e+07 - 1.06953180e+09 1.58565011e+08 1.02571363e+09 5.97848244e+08 - -2.26933440e+08 -9.90255993e+08 -5.01960184e+08 -1.99764923e+09 - 2.97190580e+08 2.83369227e+08 8.24518070e+08 -4.52802863e+08 - -6.29296471e+08 -1.96321658e+09 -1.15777331e+09 2.62404352e+09 - -2.42114201e+09 -3.31916756e+08 -1.67450966e+08 -1.68310070e+08 - -1.28336812e+09 -2.46765253e+08 9.11659255e+08 1.06020994e+08 - -1.61029286e+09 -4.71296365e+08 -3.12599018e+08 5.39768648e+08 - -1.56220098e+09 -1.10414552e+09 -2.32254591e+08 8.70626249e+08 - 9.06009192e+08 4.41653555e+08] - diff with predicted vector squared [2.89490952e+17 7.56114150e+14 1.51579351e+18 5.06450866e+18 - 1.20005208e+17 1.73692468e+18 2.49241154e+16 4.75505122e+15 - 1.14389826e+18 2.51428627e+16 1.05208846e+18 3.57422523e+17 - 5.14987860e+16 9.80606931e+17 2.51964027e+17 3.99060244e+18 - 8.83222406e+16 8.02981191e+16 6.79830049e+17 2.05030433e+17 - 3.96014049e+17 3.85421935e+18 1.34043903e+18 6.88560440e+18 - 5.86192864e+18 1.10168733e+17 2.80398260e+16 2.83282795e+16 - 1.64703372e+18 6.08930901e+16 8.31122598e+17 1.12404511e+16 - 2.59304309e+18 2.22120263e+17 9.77181463e+16 2.91350193e+17 - 2.44047190e+18 1.21913734e+18 5.39421950e+16 7.57990066e+17 - 8.20852656e+17 1.95057862e+17] -End computing r squared, result = 0.880848461678771 +column mean vector= [6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 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8.73832146e+18 5.69941795e+18 + 2.13477138e+19 1.11216802e+18 3.94186197e+18 2.42807291e+18 + 6.85695416e+18 3.33798205e+19 5.11003936e+18 5.40865252e+17 + 4.01951197e+13 2.57421803e+16 1.88882392e+16 2.50281060e+18 + 2.91790126e+17 3.95048860e+18 6.48010750e+18 1.39846618e+19 + 2.29983386e+19 3.13806747e+18 2.08065026e+18] + diff with predicted vector [-7.15518707e+08 -1.20744374e+09 1.04403503e+09 1.47913953e+08 + 1.43267693e+08 2.36912148e+09 -6.44328552e+08 1.61076313e+08 + -2.42804267e+08 -1.10870613e+09 -3.86850424e+08 2.19646226e+08 + 6.12198030e+08 6.77916531e+08 -5.89394415e+08 -3.33871555e+08 + 6.27107615e+08 5.86955330e+08 4.46376402e+08 3.21086093e+08 + 1.22651549e+09 1.24004451e+09 -6.29929944e+08 4.47911387e+08 + -2.96884633e+08 -1.89556306e+07 1.23963717e+09 -5.89587273e+08 + -3.13606764e+07 8.23377804e+08 1.95255030e+09 6.91596102e+08 + -4.13922534e+07 -2.14492392e+08 3.76646128e+08 7.19962981e+08 + 9.46328531e+07 -7.84300496e+08 -3.15717029e+08 2.24503822e+08 + -3.92988550e+08 1.04082792e+09 1.00436959e+09 -1.47723314e+08 + -2.47816019e+08 -3.61717124e+08 1.33320977e+08 4.06651639e+08 + -7.84664440e+08 -4.68803808e+08 -7.58852870e+07] + diff with predicted vector squared [5.11967021e+17 1.45792040e+18 1.09000915e+18 2.18785374e+16 + 2.05256320e+16 5.61273657e+18 4.15159283e+17 2.59455785e+16 + 5.89539121e+16 1.22922929e+18 1.49653251e+17 4.82444645e+16 + 3.74786428e+17 4.59570823e+17 3.47385776e+17 1.11470215e+17 + 3.93263961e+17 3.44516560e+17 1.99251892e+17 1.03096279e+17 + 1.50434026e+18 1.53771039e+18 3.96811735e+17 2.00624611e+17 + 8.81404856e+16 3.59315933e+14 1.53670030e+18 3.47613153e+17 + 9.83492024e+14 6.77951007e+17 3.81245269e+18 4.78305169e+17 + 1.71331864e+15 4.60069860e+16 1.41862306e+17 5.18346695e+17 + 8.95537688e+15 6.15127268e+17 9.96772425e+16 5.04019660e+16 + 1.54440000e+17 1.08332275e+18 1.00875828e+18 2.18221776e+16 + 6.14127794e+16 1.30839278e+17 1.77744830e+16 1.65365556e+17 + 6.15698284e+17 2.19777011e+17 5.75857678e+15] +End computing r squared, result = 0.9186977927112677 Start computin r squared, result = -column mean vector= [5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646] - diff with mean vector [ 3.77133752e+09 2.62669999e+09 -5.74984234e+09 -4.75493626e+09 - 3.20054566e+09 -4.75232616e+09 2.50234449e+09 3.41673266e+09 - 4.86918313e+09 1.17843612e+09 5.53612604e+09 3.12138295e+09 - -1.68760892e+09 -2.84444498e+09 -6.91443122e+08 -3.76961295e+09 - 2.48711855e+09 -5.87379640e+08 4.78427979e+09 -2.42844390e+09 - -1.59634572e+09 -4.73484577e+09 1.05630497e+09 3.49349783e+09 - -4.73285458e+09 -1.99839803e+09 3.07753278e+08 7.82945723e+08 - -4.93572925e+08 -1.50699896e+09 1.05713890e+09 1.03893174e+09 - -2.75832031e+09 -1.59986205e+09 -2.44212179e+09 2.72796699e+09 - -3.75098569e+09 -2.00763549e+09 -1.21586700e+09 4.82907852e+09 - 2.61730823e+09 6.98733491e+08] - diff with mean vector squared [1.42229867e+19 6.89955284e+18 3.30606869e+19 2.26094188e+19 - 1.02434925e+19 2.25846039e+19 6.26172794e+18 1.16740621e+19 - 2.37089444e+19 1.38871169e+18 3.06486915e+19 9.74303154e+18 - 2.84802388e+18 8.09086727e+18 4.78093591e+17 1.42099818e+19 - 6.18575868e+18 3.45014841e+17 2.28893331e+19 5.89733977e+18 - 2.54831966e+18 2.24187644e+19 1.11578019e+18 1.22045271e+19 - 2.23999124e+19 3.99359471e+18 9.47120803e+16 6.13004004e+17 - 2.43614233e+17 2.27104586e+18 1.11754265e+18 1.07937917e+18 - 7.60833096e+18 2.55955859e+18 5.96395884e+18 7.44180392e+18 - 1.40698936e+19 4.03060025e+18 1.47833255e+18 2.33199994e+19 - 6.85030235e+18 4.88228492e+17] - diff with predicted vector [ 5.38043634e+08 -2.74975299e+07 -1.23117566e+09 -2.25044632e+09 - 3.46417679e+08 -1.31792438e+09 -1.57873732e+08 -6.89568794e+07 - 1.06953180e+09 1.58565011e+08 1.02571363e+09 5.97848244e+08 - -2.26933440e+08 -9.90255993e+08 -5.01960184e+08 -1.99764923e+09 - 2.97190580e+08 2.83369227e+08 8.24518070e+08 -4.52802863e+08 - -6.29296471e+08 -1.96321658e+09 -1.15777331e+09 2.62404352e+09 - -2.42114201e+09 -3.31916756e+08 -1.67450966e+08 -1.68310070e+08 - -1.28336812e+09 -2.46765253e+08 9.11659255e+08 1.06020994e+08 - -1.61029286e+09 -4.71296365e+08 -3.12599018e+08 5.39768648e+08 - -1.56220098e+09 -1.10414552e+09 -2.32254591e+08 8.70626249e+08 - 9.06009192e+08 4.41653555e+08] - diff with predicted vector squared [2.89490952e+17 7.56114150e+14 1.51579351e+18 5.06450866e+18 - 1.20005208e+17 1.73692468e+18 2.49241154e+16 4.75505122e+15 - 1.14389826e+18 2.51428627e+16 1.05208846e+18 3.57422523e+17 - 5.14987860e+16 9.80606931e+17 2.51964027e+17 3.99060244e+18 - 8.83222406e+16 8.02981191e+16 6.79830049e+17 2.05030433e+17 - 3.96014049e+17 3.85421935e+18 1.34043903e+18 6.88560440e+18 - 5.86192864e+18 1.10168733e+17 2.80398260e+16 2.83282795e+16 - 1.64703372e+18 6.08930901e+16 8.31122598e+17 1.12404511e+16 - 2.59304309e+18 2.22120263e+17 9.77181463e+16 2.91350193e+17 - 2.44047190e+18 1.21913734e+18 5.39421950e+16 7.57990066e+17 - 8.20852656e+17 1.95057862e+17] -End computing r squared, result = 0.880848461678771 +column mean vector= [6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873] + diff with mean vector [ 1.16323510e+07 -5.79960888e+09 -1.60030339e+09 -2.61726898e+08 + -7.36919342e+08 2.44882521e+09 2.37206004e+09 2.81274044e+09 + -3.88911760e+09 -5.74696236e+09 -1.66707238e+09 -1.07038374e+09 + 7.09499687e+08 7.17560700e+08 2.39108936e+09 1.58989339e+09 + -2.92860290e+08 1.42991324e+09 -3.21268887e+08 -2.75397650e+08 + 2.48581747e+08 -1.46791445e+09 2.68469713e+09 2.15587304e+09 + -5.79699878e+09 -1.24335333e+08 -9.73115497e+08 -1.13015365e+08 + 4.17144341e+09 4.49145342e+09 2.95606520e+09 -2.38734538e+09 + 4.62035862e+09 1.05459377e+09 -1.98541229e+09 -1.55822749e+09 + 2.61857865e+09 -5.77752720e+09 -2.26053962e+09 7.35435416e+08 + -6.33996212e+06 -1.60443698e+08 -1.37434490e+08 1.58202737e+09 + -5.40176014e+08 1.98758361e+09 2.54560553e+09 3.73960717e+09 + -4.79565831e+09 -1.77145914e+09 1.44244593e+09] + diff with mean vector squared [1.35311589e+14 3.36354632e+19 2.56097094e+18 6.85009691e+16 + 5.43050117e+17 5.99674492e+18 5.62666883e+18 7.91150877e+18 + 1.51252357e+19 3.30275763e+19 2.77913031e+18 1.14572135e+18 + 5.03389805e+17 5.14893359e+17 5.71730833e+18 2.52776100e+18 + 8.57671495e+16 2.04465186e+18 1.03213698e+17 7.58438655e+16 + 6.17928852e+16 2.15477284e+18 7.20759866e+18 4.64778856e+18 + 3.36051948e+19 1.54592751e+16 9.46953770e+17 1.27724728e+16 + 1.74009402e+19 2.01731538e+19 8.73832146e+18 5.69941795e+18 + 2.13477138e+19 1.11216802e+18 3.94186197e+18 2.42807291e+18 + 6.85695416e+18 3.33798205e+19 5.11003936e+18 5.40865252e+17 + 4.01951197e+13 2.57421803e+16 1.88882392e+16 2.50281060e+18 + 2.91790126e+17 3.95048860e+18 6.48010750e+18 1.39846618e+19 + 2.29983386e+19 3.13806747e+18 2.08065026e+18] + diff with predicted vector [-7.15518707e+08 -1.20744374e+09 1.04403503e+09 1.47913953e+08 + 1.43267693e+08 2.36912148e+09 -6.44328552e+08 1.61076313e+08 + -2.42804267e+08 -1.10870613e+09 -3.86850424e+08 2.19646226e+08 + 6.12198030e+08 6.77916531e+08 -5.89394415e+08 -3.33871555e+08 + 6.27107615e+08 5.86955330e+08 4.46376402e+08 3.21086093e+08 + 1.22651549e+09 1.24004451e+09 -6.29929944e+08 4.47911387e+08 + -2.96884633e+08 -1.89556306e+07 1.23963717e+09 -5.89587273e+08 + -3.13606764e+07 8.23377804e+08 1.95255030e+09 6.91596102e+08 + -4.13922534e+07 -2.14492392e+08 3.76646128e+08 7.19962981e+08 + 9.46328531e+07 -7.84300496e+08 -3.15717029e+08 2.24503822e+08 + -3.92988550e+08 1.04082792e+09 1.00436959e+09 -1.47723314e+08 + -2.47816019e+08 -3.61717124e+08 1.33320977e+08 4.06651639e+08 + -7.84664440e+08 -4.68803808e+08 -7.58852870e+07] + diff with predicted vector squared [5.11967021e+17 1.45792040e+18 1.09000915e+18 2.18785374e+16 + 2.05256320e+16 5.61273657e+18 4.15159283e+17 2.59455785e+16 + 5.89539121e+16 1.22922929e+18 1.49653251e+17 4.82444645e+16 + 3.74786428e+17 4.59570823e+17 3.47385776e+17 1.11470215e+17 + 3.93263961e+17 3.44516560e+17 1.99251892e+17 1.03096279e+17 + 1.50434026e+18 1.53771039e+18 3.96811735e+17 2.00624611e+17 + 8.81404856e+16 3.59315933e+14 1.53670030e+18 3.47613153e+17 + 9.83492024e+14 6.77951007e+17 3.81245269e+18 4.78305169e+17 + 1.71331864e+15 4.60069860e+16 1.41862306e+17 5.18346695e+17 + 8.95537688e+15 6.15127268e+17 9.96772425e+16 5.04019660e+16 + 1.54440000e+17 1.08332275e+18 1.00875828e+18 2.18221776e+16 + 6.14127794e+16 1.30839278e+17 1.77744830e+16 1.65365556e+17 + 6.15698284e+17 2.19777011e+17 5.75857678e+15] +End computing r squared, result = 0.9186977927112677 Start computin r squared, result = -column mean vector= [5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646] - diff with mean vector [ 3.77133752e+09 2.62669999e+09 -5.74984234e+09 -4.75493626e+09 - 3.20054566e+09 -4.75232616e+09 2.50234449e+09 3.41673266e+09 - 4.86918313e+09 1.17843612e+09 5.53612604e+09 3.12138295e+09 - -1.68760892e+09 -2.84444498e+09 -6.91443122e+08 -3.76961295e+09 - 2.48711855e+09 -5.87379640e+08 4.78427979e+09 -2.42844390e+09 - -1.59634572e+09 -4.73484577e+09 1.05630497e+09 3.49349783e+09 - -4.73285458e+09 -1.99839803e+09 3.07753278e+08 7.82945723e+08 - -4.93572925e+08 -1.50699896e+09 1.05713890e+09 1.03893174e+09 - -2.75832031e+09 -1.59986205e+09 -2.44212179e+09 2.72796699e+09 - -3.75098569e+09 -2.00763549e+09 -1.21586700e+09 4.82907852e+09 - 2.61730823e+09 6.98733491e+08] - diff with mean vector squared [1.42229867e+19 6.89955284e+18 3.30606869e+19 2.26094188e+19 - 1.02434925e+19 2.25846039e+19 6.26172794e+18 1.16740621e+19 - 2.37089444e+19 1.38871169e+18 3.06486915e+19 9.74303154e+18 - 2.84802388e+18 8.09086727e+18 4.78093591e+17 1.42099818e+19 - 6.18575868e+18 3.45014841e+17 2.28893331e+19 5.89733977e+18 - 2.54831966e+18 2.24187644e+19 1.11578019e+18 1.22045271e+19 - 2.23999124e+19 3.99359471e+18 9.47120803e+16 6.13004004e+17 - 2.43614233e+17 2.27104586e+18 1.11754265e+18 1.07937917e+18 - 7.60833096e+18 2.55955859e+18 5.96395884e+18 7.44180392e+18 - 1.40698936e+19 4.03060025e+18 1.47833255e+18 2.33199994e+19 - 6.85030235e+18 4.88228492e+17] - diff with predicted vector [ 5.38043634e+08 -2.74975299e+07 -1.23117566e+09 -2.25044632e+09 - 3.46417679e+08 -1.31792438e+09 -1.57873732e+08 -6.89568794e+07 - 1.06953180e+09 1.58565011e+08 1.02571363e+09 5.97848244e+08 - -2.26933440e+08 -9.90255993e+08 -5.01960184e+08 -1.99764923e+09 - 2.97190580e+08 2.83369227e+08 8.24518070e+08 -4.52802863e+08 - -6.29296471e+08 -1.96321658e+09 -1.15777331e+09 2.62404352e+09 - -2.42114201e+09 -3.31916756e+08 -1.67450966e+08 -1.68310070e+08 - -1.28336812e+09 -2.46765253e+08 9.11659255e+08 1.06020994e+08 - -1.61029286e+09 -4.71296365e+08 -3.12599018e+08 5.39768648e+08 - -1.56220098e+09 -1.10414552e+09 -2.32254591e+08 8.70626249e+08 - 9.06009192e+08 4.41653555e+08] - diff with predicted vector squared [2.89490952e+17 7.56114150e+14 1.51579351e+18 5.06450866e+18 - 1.20005208e+17 1.73692468e+18 2.49241154e+16 4.75505122e+15 - 1.14389826e+18 2.51428627e+16 1.05208846e+18 3.57422523e+17 - 5.14987860e+16 9.80606931e+17 2.51964027e+17 3.99060244e+18 - 8.83222406e+16 8.02981191e+16 6.79830049e+17 2.05030433e+17 - 3.96014049e+17 3.85421935e+18 1.34043903e+18 6.88560440e+18 - 5.86192864e+18 1.10168733e+17 2.80398260e+16 2.83282795e+16 - 1.64703372e+18 6.08930901e+16 8.31122598e+17 1.12404511e+16 - 2.59304309e+18 2.22120263e+17 9.77181463e+16 2.91350193e+17 - 2.44047190e+18 1.21913734e+18 5.39421950e+16 7.57990066e+17 - 8.20852656e+17 1.95057862e+17] -End computing r squared, result = 0.880848461678771 - R2 error = 0.880848461678771 - --- 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, 0.880848461678771, 10, 10, 'base_Y'] -Computed c values = [[ 8.65392422e+09] - [ 8.79403193e+09] - [ 1.32132762e+08] - [-5.81986309e+09] - [-5.97878872e+09] - [-4.44713142e+09] - [-1.24179757e+10] - [-7.55505808e+09] - [-3.43109644e+09] - [-1.08838920e+09] - [-2.17889994e+08] - [ 4.79012258e+09] - [ 5.41652864e+09] - [-2.70348839e+09] - [-1.30477474e+08] - [-9.53000128e+09] - [ 1.56005143e+09] - [ 8.35610101e+09] - [ 2.97947886e+09] - [ 8.05850775e+09] - [-1.15824281e+10] - [-3.02532849e+09] - [-8.74659088e+09] - [ 7.66884320e+09] - [-5.39394988e+09] - [-1.72036807e+10] - [ 2.03810586e+10] - [-9.96786805e+09] - [ 1.13073428e+10] - [-2.16492698e+09] - [-1.07463899e+09] - [ 1.20632563e+09] - [-1.94646485e+09] - [ 4.85209061e+09] - [ 7.72128037e+08] - [ 6.12229448e+09] - [ 8.87057724e+09] - [-1.30073407e+10] - [-7.46368435e+08] - [ 4.88197405e+09] - [ 5.88681359e+09] - [ 4.65745137e+09] - [-1.45044874e+09] - [ 8.01848720e+09] - [ 4.74518166e+09] - [ 1.11690013e+10] - [ 6.93170149e+09] - [ 3.98155964e+08] - [ 5.94326937e+09] - [ 1.63168707e+10] - [-2.52467507e+09] - [-8.61777271e+09] - [-2.90188948e+09] - [ 3.04337588e+08] - [ 5.65269833e+09] - [ 9.97236423e+09] - [-8.77847487e+09] - [-2.09607428e+10] - [-1.45671577e+09] - [ 3.39955286e+09] - [-6.68994496e+09] - [-2.62709525e+09] - [-7.82549274e+09] - [-1.23674230e+10] - [-1.16869597e+10] - [-4.60322828e+09] - [-7.42246809e+09] - [-8.61580393e+09] - [ 1.21258935e+09] - [-3.13725874e+09] - [ 2.08591348e+10] - [ 7.50184819e+09] - [ 1.82037597e+09] - [-4.50963047e+09] - [ 6.78241888e+09] - [ 7.04691994e+08] - [ 7.70662851e+09] - [ 2.54948371e+09] - [-1.03458837e+10] - [-3.31289758e+09] - [ 1.43569871e+09] - [-9.85752249e+09] - [ 1.09913287e+10] - [ 8.60607333e+09] - [ 1.25380256e+10]] +column mean vector= [6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873] + diff with mean vector [ 1.16323510e+07 -5.79960888e+09 -1.60030339e+09 -2.61726898e+08 + -7.36919342e+08 2.44882521e+09 2.37206004e+09 2.81274044e+09 + -3.88911760e+09 -5.74696236e+09 -1.66707238e+09 -1.07038374e+09 + 7.09499687e+08 7.17560700e+08 2.39108936e+09 1.58989339e+09 + -2.92860290e+08 1.42991324e+09 -3.21268887e+08 -2.75397650e+08 + 2.48581747e+08 -1.46791445e+09 2.68469713e+09 2.15587304e+09 + -5.79699878e+09 -1.24335333e+08 -9.73115497e+08 -1.13015365e+08 + 4.17144341e+09 4.49145342e+09 2.95606520e+09 -2.38734538e+09 + 4.62035862e+09 1.05459377e+09 -1.98541229e+09 -1.55822749e+09 + 2.61857865e+09 -5.77752720e+09 -2.26053962e+09 7.35435416e+08 + -6.33996212e+06 -1.60443698e+08 -1.37434490e+08 1.58202737e+09 + -5.40176014e+08 1.98758361e+09 2.54560553e+09 3.73960717e+09 + -4.79565831e+09 -1.77145914e+09 1.44244593e+09] + diff with mean vector squared [1.35311589e+14 3.36354632e+19 2.56097094e+18 6.85009691e+16 + 5.43050117e+17 5.99674492e+18 5.62666883e+18 7.91150877e+18 + 1.51252357e+19 3.30275763e+19 2.77913031e+18 1.14572135e+18 + 5.03389805e+17 5.14893359e+17 5.71730833e+18 2.52776100e+18 + 8.57671495e+16 2.04465186e+18 1.03213698e+17 7.58438655e+16 + 6.17928852e+16 2.15477284e+18 7.20759866e+18 4.64778856e+18 + 3.36051948e+19 1.54592751e+16 9.46953770e+17 1.27724728e+16 + 1.74009402e+19 2.01731538e+19 8.73832146e+18 5.69941795e+18 + 2.13477138e+19 1.11216802e+18 3.94186197e+18 2.42807291e+18 + 6.85695416e+18 3.33798205e+19 5.11003936e+18 5.40865252e+17 + 4.01951197e+13 2.57421803e+16 1.88882392e+16 2.50281060e+18 + 2.91790126e+17 3.95048860e+18 6.48010750e+18 1.39846618e+19 + 2.29983386e+19 3.13806747e+18 2.08065026e+18] + diff with predicted vector [-7.15518707e+08 -1.20744374e+09 1.04403503e+09 1.47913953e+08 + 1.43267693e+08 2.36912148e+09 -6.44328552e+08 1.61076313e+08 + -2.42804267e+08 -1.10870613e+09 -3.86850424e+08 2.19646226e+08 + 6.12198030e+08 6.77916531e+08 -5.89394415e+08 -3.33871555e+08 + 6.27107615e+08 5.86955330e+08 4.46376402e+08 3.21086093e+08 + 1.22651549e+09 1.24004451e+09 -6.29929944e+08 4.47911387e+08 + -2.96884633e+08 -1.89556306e+07 1.23963717e+09 -5.89587273e+08 + -3.13606764e+07 8.23377804e+08 1.95255030e+09 6.91596102e+08 + -4.13922534e+07 -2.14492392e+08 3.76646128e+08 7.19962981e+08 + 9.46328531e+07 -7.84300496e+08 -3.15717029e+08 2.24503822e+08 + -3.92988550e+08 1.04082792e+09 1.00436959e+09 -1.47723314e+08 + -2.47816019e+08 -3.61717124e+08 1.33320977e+08 4.06651639e+08 + -7.84664440e+08 -4.68803808e+08 -7.58852870e+07] + diff with predicted vector squared [5.11967021e+17 1.45792040e+18 1.09000915e+18 2.18785374e+16 + 2.05256320e+16 5.61273657e+18 4.15159283e+17 2.59455785e+16 + 5.89539121e+16 1.22922929e+18 1.49653251e+17 4.82444645e+16 + 3.74786428e+17 4.59570823e+17 3.47385776e+17 1.11470215e+17 + 3.93263961e+17 3.44516560e+17 1.99251892e+17 1.03096279e+17 + 1.50434026e+18 1.53771039e+18 3.96811735e+17 2.00624611e+17 + 8.81404856e+16 3.59315933e+14 1.53670030e+18 3.47613153e+17 + 9.83492024e+14 6.77951007e+17 3.81245269e+18 4.78305169e+17 + 1.71331864e+15 4.60069860e+16 1.41862306e+17 5.18346695e+17 + 8.95537688e+15 6.15127268e+17 9.96772425e+16 5.04019660e+16 + 1.54440000e+17 1.08332275e+18 1.00875828e+18 2.18221776e+16 + 6.14127794e+16 1.30839278e+17 1.77744830e+16 1.65365556e+17 + 6.15698284e+17 2.19777011e+17 5.75857678e+15] +End computing r squared, result = 0.9186977927112677 + R2 error = 0.9186977927112677 + --- 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, 0.9186977927112677, 10, 10, 'base_Y'] +Computed c values = [[-5.37606781e+09] + [-5.73469496e+09] + [-1.02305241e+09] + [ 7.29743429e+08] + [-7.67045747e+08] + [ 4.16146568e+09] + [ 2.62689826e+09] + [ 2.20073045e+09] + [-2.56348466e+09] + [-5.19975629e+09] + [-8.03181824e+09] + [-1.86491332e+10] + [-1.45489146e+09] + [ 1.59362842e+10] + [-6.41876965e+09] + [ 9.24509160e+09] + [ 3.53612320e+09] + [-1.01956405e+10] + [-3.18369060e+09] + [-3.81950645e+09] + [ 2.33883925e+10] + [-8.89063403e+09] + [-5.63141328e+09] + [ 1.67032587e+10] + [-8.90994867e+09] + [ 4.06235187e+09] + [-7.33528570e+09] + [-9.62002681e+09] + [-1.01269238e+09] + [-3.62304549e+09] + [ 6.98640375e+09] + [ 1.39518717e+10] + [ 4.20817250e+09] + [ 5.58251369e+09] + [-1.20805618e+09] + [ 4.83785850e+09] + [ 9.22234404e+09] + [-6.99804080e+09] + [-1.02062796e+10] + [-3.53509541e+09] + [ 1.65333341e+10] + [-8.52038749e+09] + [-1.35963447e+10] + [-9.14938073e+08] + [-1.17525790e+10] + [ 4.68326046e+09] + [-2.66318081e+09] + [ 4.00751166e+09] + [ 9.00068512e+09] + [ 5.63402035e+09] + [ 6.87673991e+09] + [-3.91996131e+09] + [-4.59177572e+09] + [-6.74823710e+09] + [-2.05288312e+09] + [ 7.88867799e+09] + [ 3.40915928e+10] + [-2.54125548e+10] + [ 3.36109177e+09] + [-9.31049601e+09] + [-2.19192667e+09] + [-3.36532831e+09] + [ 5.50657468e+09] + [-2.66505596e+09] + [ 7.48140212e+08] + [ 1.66241843e+10] + [ 1.23270508e+09] + [ 1.54643099e+09] + [-1.32122750e+09] + [ 1.66690392e+09] + [ 1.26684436e+10] + [-2.10200192e+10] + [-9.74291452e+09] + [-3.76800844e+09] + [-1.76466801e+09] + [ 1.30340233e+10] + [-1.07553307e+10] + [ 5.75744929e+09] + [ 5.87551164e+09] + [-6.03457850e+09] + [ 1.59370524e+10] + [-1.69763527e+10] + [-3.44554788e+09] + [ 1.37698717e+08] + [ 1.13146877e+10] + [ 2.51283772e+09] + [-1.85180634e+08] + [-2.38585503e+08] + [-6.63236810e+09] + [-3.67993173e+08] + [-2.96746387e+09] + [-2.86911749e+09] + [ 5.12534675e+09] + [-4.21398663e+09] + [ 8.88914436e+09] + [ 1.90608585e+09] + [ 7.94337248e+09] + [ 5.95649196e+08] + [ 7.81759770e+09] + [ 3.14223371e+09] + [ 8.33546606e+09] + [-1.64519669e+10]] ***** START computing marginal effects with matrix***** -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] ***** START in function marginal_effect ***** -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] number of variables: 10 -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] -X = [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.] - [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.] - [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.] - [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.] - [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.] - [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.] - [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.] - [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.] - [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.] - [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.] - [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.] - [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.] - [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.] - [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.] - [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.] - [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.] - [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.] - [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.] - [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.] - [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.] - [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.] - [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.] - [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.] - [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.] - [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.] - [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.] - [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.] - [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.] - [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.] - [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.] - [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.] - [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.] - [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.] - [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.] - [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.] - [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.] - [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.] - [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.] - [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.] - [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.] - [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.] - [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.] - [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.] - [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.] - [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.] - [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.] - [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.] - [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.] - [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.] - [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.] - [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.] - [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.] - [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.] - [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.] - [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.] - [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.] - [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.] - [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.] - [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.] - [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.] - [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.] - [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]] - ***** END in marginal_effect *****, margin = [-549553883.5200605, -1275161046.4342904, -1213610469.7087927, -1324892801.501851, -2713384524.642259, -393563683.91373307, -2259744043.5522027, -2806945286.496471, -2119614251.7836776, -3176802080.1762652] - ***** END in function marginal_effect *****, pointwise margin = [[-2.20248466e+09 -1.86040603e+09 -1.12491009e+09 -1.49339086e+09 - -1.30639361e+09 -8.05638528e+08 -3.59960177e+09 -2.78169104e+09 - -2.23574699e+09 -3.39172566e+09] - [ 1.20297398e+09 -1.50498884e+07 -1.02886941e+09 -9.83683102e+08 - -3.80563080e+09 -6.50245833e+08 -9.07026117e+08 -2.42002425e+09 - -1.49427950e+09 -2.12141359e+09] - [-6.01724023e+08 9.62200674e+08 -3.88027301e+08 -5.08148062e+08 - -3.07228027e+09 5.00123148e+07 -1.10852380e+09 -2.18155937e+09 - -1.35267746e+09 -2.44342998e+09] - [ 1.56416857e+07 -1.50348415e+09 -1.29592431e+09 -1.41514096e+09 - -2.21107423e+09 2.15983259e+08 -2.52078520e+09 -3.45798496e+09 - -2.97509447e+09 -3.72549931e+09] - [-9.85810865e+08 -1.51561345e+09 -2.07605033e+09 -1.51199650e+09 - -2.88771957e+09 -1.22119424e+09 -1.13193665e+09 -3.96534350e+09 - -2.91781906e+09 -3.16973465e+09] - [ 4.96584670e+08 -1.90580678e+09 -2.65033170e+09 -5.14754856e+08 - -3.08941358e+09 -1.32582182e+09 -2.15545155e+09 -2.20009870e+09 - -4.36189592e+08 -3.04585518e+09] - [-2.10276963e+09 -1.72547368e+09 -1.64971467e+09 -2.00211793e+09 - -1.57451946e+09 -1.89233170e+09 -2.95392623e+09 -3.47231131e+09 - -2.71597618e+09 -3.66234249e+09] - [-2.70124221e+09 -1.51123360e+09 -1.54154684e+09 -2.27204118e+09 - -1.81702901e+09 -2.18166014e+09 -3.35735112e+09 -3.37484845e+09 - -2.76095183e+09 -3.46852482e+09] - [-2.39031601e+09 -9.86140222e+08 -1.02214261e+09 -2.47456928e+09 - -1.15201733e+09 -1.63708051e+09 -2.65856353e+09 -2.31760436e+09 - -1.70447292e+09 -2.77272621e+09] - [-1.26977899e+09 -1.52152488e+09 -1.83002580e+09 -1.83242826e+09 - -2.35803453e+09 2.55314982e+08 -1.97554798e+09 -2.47726164e+09 - -2.41780826e+09 -2.86541125e+09] - [-1.33077916e+08 -2.42208210e+09 -1.90349941e+09 -4.03852109e+08 - -2.56711438e+09 -4.48175883e+08 -2.35651147e+09 -2.07271544e+09 - -5.52674182e+08 -2.83434876e+09] - [-1.32068795e+09 -1.86500476e+09 -1.35756017e+09 -1.70840984e+09 - -3.68201064e+09 -9.35015742e+08 -2.59597538e+09 -2.29270657e+09 - -1.22247190e+09 -2.98693339e+09] - [-4.84790210e+08 -7.09140473e+08 -1.74859848e+09 -1.70416827e+09 - -1.74316872e+09 -1.00319475e+09 -1.59758832e+09 -2.65752672e+09 - -2.39430608e+09 -2.71422251e+09] - [ 3.03386391e+08 -4.26160090e+08 -5.20613129e+08 -1.20972276e+09 - -4.57461512e+09 -4.16867306e+08 -7.46136610e+08 -3.49067221e+09 - -2.11315162e+09 -2.40170225e+09] - [-1.76033750e+09 -1.95884307e+09 -1.71830002e+09 -1.29474385e+09 - -1.77012520e+09 -1.08638087e+09 -2.68436861e+09 -4.21053905e+09 - -3.23343379e+09 -3.73952597e+09] - [ 3.65778531e+08 -4.49430638e+08 -1.14212314e+09 -8.83245716e+08 - -3.47392608e+09 -1.19093371e+09 -1.66365975e+09 -3.22113892e+09 - -2.07410328e+09 -3.04608110e+09] - [-1.61350590e+09 -1.83731253e+09 -1.49949566e+09 -8.69339311e+08 - -2.15707073e+08 -1.43596127e+09 -3.34709242e+09 -1.51918936e+09 - -1.61122892e+09 -2.78620751e+09] - [ 6.67965861e+08 -5.06413118e+08 -6.99061589e+08 -1.79007034e+09 - -3.66755579e+09 -1.05632070e+09 -1.19353279e+09 -3.09361909e+09 - -1.78570087e+09 -2.53969900e+09] - [-1.73217455e+08 -1.45345002e+09 -1.14558262e+09 -1.81830498e+09 - -3.45040175e+09 -1.26381632e+07 -3.01495222e+09 -3.04360329e+09 - -2.11817137e+09 -3.31740952e+09] - [-1.73884881e+09 -2.33234548e+09 -1.88581932e+09 -1.21229866e+09 - -7.95718441e+08 -6.03154337e+08 -3.12766232e+09 -3.12505627e+09 - -2.54267662e+09 -3.49054271e+09] - [ 3.80029338e+08 -1.05736787e+09 -1.36920681e+09 -1.53129425e+09 - -3.54931225e+09 -1.40905233e+09 -2.39604515e+09 -3.59670169e+09 - -2.50131011e+09 -3.77178382e+09] - [ 2.20221473e+08 -4.56194034e+08 -5.15455213e+07 -9.75087755e+08 - -4.37109501e+09 -1.45667277e+08 -2.31384036e+09 -1.13064263e+09 - -1.09037893e+09 -1.89166506e+09] - [-2.95796039e+08 -1.67092914e+09 -8.22371976e+08 -1.65402059e+09 - -3.79262282e+09 1.25649783e+09 -3.15485511e+09 -2.82612416e+09 - -2.27158115e+09 -3.62965364e+09] - [ 1.60471447e+08 -1.13138560e+09 -4.61731357e+08 -1.67177613e+09 - -3.70336489e+09 1.08180711e+08 -1.70580205e+09 -2.44965456e+09 - -5.47438567e+08 -3.17666174e+09] - [-8.11492812e+08 -7.86524499e+08 -1.32525289e+09 -2.06696605e+09 - -1.89898125e+09 -1.83743704e+09 -3.12178964e+09 -3.58836936e+09 - -2.85382630e+09 -3.41807055e+09] - [-2.22910046e+08 -2.00819666e+09 -9.61535186e+08 -1.30519868e+09 - -1.62130117e+09 4.78604848e+08 -3.51109922e+09 -2.28653578e+09 - -2.64743245e+09 -3.77513829e+09] - [-3.51216360e+07 -1.59187313e+09 -9.60567710e+08 -1.46003808e+09 - -2.07286960e+09 9.06263300e+08 -3.72369770e+09 -2.62367560e+09 - -2.75983040e+09 -3.69143481e+09] - [-1.39279486e+08 -1.43020855e+09 -1.09482783e+09 -1.80442210e+09 - -3.35648563e+09 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1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] +X = [[0. 1. 1. ... 0. 0. 0.] + [2. 1. 0. ... 0. 0. 0.] + [2. 0. 0. ... 0. 1. 1.] + ... + [2. 1. 0. ... 0. 0. 0.] + [1. 1. 1. ... 1. 0. 0.] + [2. 1. 1. ... 0. 0. 0.]] + ***** END in marginal_effect *****, margin = [-412556801.55709714, -1264188906.7534356, -1536345475.9378936, -1584467613.0221124, -3578325885.0620103, 149970046.12991115, -3260607619.6506376, -3037945754.9799795, -2510123228.7586713, -2944634415.4973207] + ***** END in function marginal_effect *****, pointwise margin = [[-2.69650751e+07 -1.25580973e+09 -2.02374984e+09 ... -3.80945008e+09 + -2.81366942e+09 -4.17225281e+09] + [ 4.57346608e+08 -1.42157592e+09 -1.53251256e+09 ... -3.77591011e+09 + -2.74804946e+09 -3.39131905e+09] + [ 5.00014083e+08 -2.75388051e+09 -2.37803961e+09 ... -2.28314475e+09 + -1.32879405e+09 -2.35316577e+09] + ... + [ 5.72900836e+08 -1.02943191e+09 -1.11263987e+09 ... -3.35772461e+09 + -2.76160154e+09 -2.51235094e+09] + [-1.13832322e+09 -6.14291405e+08 -3.65939915e+08 ... -1.83423201e+09 + -2.49626969e+09 -2.54831682e+09] + [-7.01897510e+08 -8.89702737e+08 -2.26301194e+09 ... -3.52582206e+09 + -2.13997947e+09 -4.03406262e+09]] ***** END computing marginal effects ***** -margins [-549553883.5200605, -1275161046.4342904, -1213610469.7087927, -1324892801.501851, -2713384524.642259, -393563683.91373307, -2259744043.5522027, -2806945286.496471, -2119614251.7836776, -3176802080.1762652] -pointwise margins [[-2.20248466e+09 -1.86040603e+09 -1.12491009e+09 -1.49339086e+09 - -1.30639361e+09 -8.05638528e+08 -3.59960177e+09 -2.78169104e+09 - -2.23574699e+09 -3.39172566e+09] - [ 1.20297398e+09 -1.50498884e+07 -1.02886941e+09 -9.83683102e+08 - -3.80563080e+09 -6.50245833e+08 -9.07026117e+08 -2.42002425e+09 - -1.49427950e+09 -2.12141359e+09] - [-6.01724023e+08 9.62200674e+08 -3.88027301e+08 -5.08148062e+08 - -3.07228027e+09 5.00123148e+07 -1.10852380e+09 -2.18155937e+09 - -1.35267746e+09 -2.44342998e+09] - [ 1.56416857e+07 -1.50348415e+09 -1.29592431e+09 -1.41514096e+09 - -2.21107423e+09 2.15983259e+08 -2.52078520e+09 -3.45798496e+09 - -2.97509447e+09 -3.72549931e+09] - [-9.85810865e+08 -1.51561345e+09 -2.07605033e+09 -1.51199650e+09 - -2.88771957e+09 -1.22119424e+09 -1.13193665e+09 -3.96534350e+09 - -2.91781906e+09 -3.16973465e+09] - [ 4.96584670e+08 -1.90580678e+09 -2.65033170e+09 -5.14754856e+08 - -3.08941358e+09 -1.32582182e+09 -2.15545155e+09 -2.20009870e+09 - -4.36189592e+08 -3.04585518e+09] - [-2.10276963e+09 -1.72547368e+09 -1.64971467e+09 -2.00211793e+09 - -1.57451946e+09 -1.89233170e+09 -2.95392623e+09 -3.47231131e+09 - -2.71597618e+09 -3.66234249e+09] - [-2.70124221e+09 -1.51123360e+09 -1.54154684e+09 -2.27204118e+09 - -1.81702901e+09 -2.18166014e+09 -3.35735112e+09 -3.37484845e+09 - -2.76095183e+09 -3.46852482e+09] - [-2.39031601e+09 -9.86140222e+08 -1.02214261e+09 -2.47456928e+09 - -1.15201733e+09 -1.63708051e+09 -2.65856353e+09 -2.31760436e+09 - -1.70447292e+09 -2.77272621e+09] - [-1.26977899e+09 -1.52152488e+09 -1.83002580e+09 -1.83242826e+09 - -2.35803453e+09 2.55314982e+08 -1.97554798e+09 -2.47726164e+09 - -2.41780826e+09 -2.86541125e+09] - [-1.33077916e+08 -2.42208210e+09 -1.90349941e+09 -4.03852109e+08 - -2.56711438e+09 -4.48175883e+08 -2.35651147e+09 -2.07271544e+09 - -5.52674182e+08 -2.83434876e+09] - [-1.32068795e+09 -1.86500476e+09 -1.35756017e+09 -1.70840984e+09 - -3.68201064e+09 -9.35015742e+08 -2.59597538e+09 -2.29270657e+09 - -1.22247190e+09 -2.98693339e+09] - [-4.84790210e+08 -7.09140473e+08 -1.74859848e+09 -1.70416827e+09 - -1.74316872e+09 -1.00319475e+09 -1.59758832e+09 -2.65752672e+09 - -2.39430608e+09 -2.71422251e+09] - [ 3.03386391e+08 -4.26160090e+08 -5.20613129e+08 -1.20972276e+09 - -4.57461512e+09 -4.16867306e+08 -7.46136610e+08 -3.49067221e+09 - -2.11315162e+09 -2.40170225e+09] - [-1.76033750e+09 -1.95884307e+09 -1.71830002e+09 -1.29474385e+09 - -1.77012520e+09 -1.08638087e+09 -2.68436861e+09 -4.21053905e+09 - -3.23343379e+09 -3.73952597e+09] - [ 3.65778531e+08 -4.49430638e+08 -1.14212314e+09 -8.83245716e+08 - -3.47392608e+09 -1.19093371e+09 -1.66365975e+09 -3.22113892e+09 - -2.07410328e+09 -3.04608110e+09] - [-1.61350590e+09 -1.83731253e+09 -1.49949566e+09 -8.69339311e+08 - -2.15707073e+08 -1.43596127e+09 -3.34709242e+09 -1.51918936e+09 - -1.61122892e+09 -2.78620751e+09] - [ 6.67965861e+08 -5.06413118e+08 -6.99061589e+08 -1.79007034e+09 - -3.66755579e+09 -1.05632070e+09 -1.19353279e+09 -3.09361909e+09 - -1.78570087e+09 -2.53969900e+09] - [-1.73217455e+08 -1.45345002e+09 -1.14558262e+09 -1.81830498e+09 - -3.45040175e+09 -1.26381632e+07 -3.01495222e+09 -3.04360329e+09 - -2.11817137e+09 -3.31740952e+09] - [-1.73884881e+09 -2.33234548e+09 -1.88581932e+09 -1.21229866e+09 - -7.95718441e+08 -6.03154337e+08 -3.12766232e+09 -3.12505627e+09 - -2.54267662e+09 -3.49054271e+09] - [ 3.80029338e+08 -1.05736787e+09 -1.36920681e+09 -1.53129425e+09 - -3.54931225e+09 -1.40905233e+09 -2.39604515e+09 -3.59670169e+09 - -2.50131011e+09 -3.77178382e+09] - [ 2.20221473e+08 -4.56194034e+08 -5.15455213e+07 -9.75087755e+08 - -4.37109501e+09 -1.45667277e+08 -2.31384036e+09 -1.13064263e+09 - -1.09037893e+09 -1.89166506e+09] - [-2.95796039e+08 -1.67092914e+09 -8.22371976e+08 -1.65402059e+09 - -3.79262282e+09 1.25649783e+09 -3.15485511e+09 -2.82612416e+09 - -2.27158115e+09 -3.62965364e+09] - [ 1.60471447e+08 -1.13138560e+09 -4.61731357e+08 -1.67177613e+09 - -3.70336489e+09 1.08180711e+08 -1.70580205e+09 -2.44965456e+09 - -5.47438567e+08 -3.17666174e+09] - [-8.11492812e+08 -7.86524499e+08 -1.32525289e+09 -2.06696605e+09 - -1.89898125e+09 -1.83743704e+09 -3.12178964e+09 -3.58836936e+09 - -2.85382630e+09 -3.41807055e+09] - [-2.22910046e+08 -2.00819666e+09 -9.61535186e+08 -1.30519868e+09 - -1.62130117e+09 4.78604848e+08 -3.51109922e+09 -2.28653578e+09 - -2.64743245e+09 -3.77513829e+09] - [-3.51216360e+07 -1.59187313e+09 -9.60567710e+08 -1.46003808e+09 - -2.07286960e+09 9.06263300e+08 -3.72369770e+09 -2.62367560e+09 - -2.75983040e+09 -3.69143481e+09] - [-1.39279486e+08 -1.43020855e+09 -1.09482783e+09 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-2.44497144e+09 -3.33304971e+09] - [-1.60479854e+09 -2.25729904e+09 -9.62752920e+08 -1.62763784e+09 - -1.21100514e+09 -3.54190087e+08 -3.18119009e+09 -3.17858405e+09 - -2.76605758e+09 -4.12489056e+09] - [-1.50648415e+09 -1.97364188e+09 -1.66773443e+09 -1.56021329e+09 - -2.06600189e+09 -1.21155215e+08 -2.63510854e+09 -3.23123161e+09 - -3.01576695e+09 -3.84907575e+09] - [ 6.32065288e+08 -3.63102220e+08 -6.13153898e+08 -1.10295280e+09 - -4.72548000e+09 -7.92148826e+07 -4.80523748e+08 -3.58614769e+09 - -1.83998964e+09 -2.40695105e+09] - [ 8.62606054e+08 1.90797842e+08 -4.54480294e+08 -6.78411518e+08 - -4.56845313e+09 -3.44254845e+08 -1.70407703e+09 -2.36721582e+09 - -1.06332071e+09 -3.00705150e+09] - [-1.12788022e+08 -1.13263388e+09 -6.15111854e+08 -1.47583949e+09 - -5.03505849e+09 7.51112140e+08 -1.54936824e+09 -3.15170608e+09 - -1.93002690e+09 -2.99249568e+09] - [-3.64677094e+08 -1.70334445e+09 -1.20568157e+09 -1.24847225e+09 - -3.79390745e+09 2.08898242e+08 -1.48439805e+09 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-2.08488525e+09 -2.15458452e+09 - -1.50246869e+09 -3.15342588e+09] - [-8.38712394e+08 -9.39329233e+08 -2.82897905e+08 -1.82213008e+09 - -3.58693589e+09 -1.21481392e+08 -2.58937075e+09 -2.16226723e+09 - -1.60525692e+09 -2.31241977e+09] - [-2.26441371e+09 -1.61980979e+09 -1.73184929e+09 -2.37994162e+09 - -3.30730924e+09 -1.99638247e+09 -2.94205390e+09 -3.48783568e+09 - -2.31852657e+09 -3.43162806e+09] - [-1.72436872e+09 -1.48897378e+09 -1.28643384e+09 -1.76461314e+09 - -2.29444363e+09 -2.01744419e+08 -2.79319010e+09 -3.40887885e+09 - -3.05370200e+09 -3.71749136e+09] - [-1.27024832e+07 -1.67743495e+09 -1.49907522e+09 -1.54344537e+09 - -3.05656208e+09 -2.38489753e+08 -2.26520994e+09 -3.94157998e+09 - -2.68788982e+09 -3.81458212e+09] - [-2.10702121e+09 -1.65445401e+09 -1.07127823e+09 -2.35557711e+09 - -1.01871910e+09 -1.16878268e+09 -2.42856365e+09 -2.30617104e+09 - -1.83216436e+09 -3.28260718e+09] - [ 5.98830227e+08 -2.96034673e+08 -1.05738925e+09 -1.23504096e+09 - -3.96772941e+09 -6.11682810e+08 -6.84222959e+08 -2.95389609e+09 - -2.18094122e+09 -2.17163592e+09] - [ 5.65944854e+08 -2.24239459e+09 -2.87544287e+09 -5.76417108e+08 - -3.17919940e+09 -4.26125108e+08 -7.65934164e+08 -2.64056429e+09 - -1.82570698e+09 -2.93084030e+09] - [ 2.27138047e+08 -1.45521912e+09 -9.69548900e+08 -8.89655886e+08 - -3.87538325e+09 1.24278804e+09 -1.28502765e+09 -1.94957315e+09 - -1.51546417e+09 -2.56899756e+09] - [-1.24259571e+09 -1.74634354e+09 -5.75543459e+08 -1.55790927e+09 - -4.26405966e+09 9.40482814e+08 -2.14387505e+09 -2.42257965e+09 - -1.06351768e+09 -3.18360208e+09] - [-1.77839233e+09 -1.61256696e+09 -1.18577556e+09 -1.55352935e+09 - -1.80529337e+09 -6.76586364e+08 -2.56509605e+09 -2.46268937e+09 - -2.79996653e+09 -3.91908823e+09]] -Predicted y test = [9.13154562e+09 8.01903436e+09 0.00000000e+00 2.21685269e+09 - 8.28477301e+09 8.97606681e+08 8.29866641e+09 9.36191712e+09 - 9.18688297e+09 6.67967857e+09 1.00015180e+10 8.83504711e+09 - 3.14124427e+09 3.22708196e+09 5.46891969e+09 3.22528211e+09 - 8.34476168e+09 4.37118551e+09 9.59602664e+09 2.68332733e+09 - 4.10052143e+09 1.45136989e+09 8.14285689e+09 6.22067285e+09 - 2.00513310e+09 3.43899532e+09 6.81071939e+09 6.20570199e+09 - 5.89921931e+09 3.81562245e+09 6.27235733e+09 6.35354353e+09 - 3.78084517e+09 5.05979859e+09 3.05466549e+09 8.02147827e+09 - 2.67151890e+09 4.65428464e+09 4.17896262e+09 9.35992349e+09 - 7.64274921e+09 5.18295450e+09] -linear model parameters = [5.53763210e+08 8.97606681e+08 1.22014900e+09 1.10932627e+09 - 2.10836556e+09 4.05513953e+08 2.24363759e+09 2.04171023e+09 - 1.66508310e+09 2.68332733e+09] +margins [-412556801.55709714, -1264188906.7534356, -1536345475.9378936, -1584467613.0221124, -3578325885.0620103, 149970046.12991115, -3260607619.6506376, -3037945754.9799795, -2510123228.7586713, -2944634415.4973207] +pointwise margins [[-2.69650751e+07 -1.25580973e+09 -2.02374984e+09 ... -3.80945008e+09 + -2.81366942e+09 -4.17225281e+09] + [ 4.57346608e+08 -1.42157592e+09 -1.53251256e+09 ... -3.77591011e+09 + -2.74804946e+09 -3.39131905e+09] + [ 5.00014083e+08 -2.75388051e+09 -2.37803961e+09 ... -2.28314475e+09 + -1.32879405e+09 -2.35316577e+09] + ... + [ 5.72900836e+08 -1.02943191e+09 -1.11263987e+09 ... -3.35772461e+09 + -2.76160154e+09 -2.51235094e+09] + [-1.13832322e+09 -6.14291405e+08 -3.65939915e+08 ... -1.83423201e+09 + -2.49626969e+09 -2.54831682e+09] + [-7.01897510e+08 -8.89702737e+08 -2.26301194e+09 ... -3.52582206e+09 + -2.13997947e+09 -4.03406262e+09]] +Predicted y test = [8.03477155e+09 1.82297841e+09 4.11079088e+09 6.05065254e+09 + 6.24894332e+09 6.54124245e+09 1.01145140e+10 9.57697348e+09 + 3.25192819e+09 1.98279877e+09 5.46486237e+09 4.82983786e+09 + 6.77535308e+09 6.27086308e+09 1.03133644e+10 8.36422086e+09 + 5.43681675e+09 8.65443349e+09 6.79088824e+09 6.61378619e+09 + 5.86870144e+09 4.35253728e+09 1.03349442e+10 8.16537913e+09 + 1.00468256e+09 6.08608133e+09 4.28789293e+09 7.40938491e+09 + 1.25388616e+10 1.01828035e+10 7.49167777e+09 3.08882942e+09 + 1.17467099e+10 8.28999878e+09 4.56866941e+09 4.24886285e+09 + 1.01224133e+10 1.78394834e+09 4.45709559e+09 7.22436638e+09 + 7.37035483e+09 5.17772643e+09 5.39832804e+09 8.12672863e+09 + 6.93416246e+09 9.29468134e+09 9.83606381e+09 9.69353386e+09 + 2.59784844e+09 5.16643738e+09 8.83138125e+09] +linear model parameters = [3.89632888e+08 1.00468256e+09 1.20353299e+09 1.04371264e+09 + 2.41644829e+09 1.77102052e+08 2.56858895e+09 2.08414686e+09 + 1.86354525e+09 2.27046854e+09] Start computin r squared, result = -column mean vector= [5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646] - diff with mean vector [ 3.77133752e+09 2.62669999e+09 -5.74984234e+09 -4.75493626e+09 - 3.20054566e+09 -4.75232616e+09 2.50234449e+09 3.41673266e+09 - 4.86918313e+09 1.17843612e+09 5.53612604e+09 3.12138295e+09 - -1.68760892e+09 -2.84444498e+09 -6.91443122e+08 -3.76961295e+09 - 2.48711855e+09 -5.87379640e+08 4.78427979e+09 -2.42844390e+09 - -1.59634572e+09 -4.73484577e+09 1.05630497e+09 3.49349783e+09 - -4.73285458e+09 -1.99839803e+09 3.07753278e+08 7.82945723e+08 - -4.93572925e+08 -1.50699896e+09 1.05713890e+09 1.03893174e+09 - -2.75832031e+09 -1.59986205e+09 -2.44212179e+09 2.72796699e+09 - -3.75098569e+09 -2.00763549e+09 -1.21586700e+09 4.82907852e+09 - 2.61730823e+09 6.98733491e+08] - diff with mean vector squared [1.42229867e+19 6.89955284e+18 3.30606869e+19 2.26094188e+19 - 1.02434925e+19 2.25846039e+19 6.26172794e+18 1.16740621e+19 - 2.37089444e+19 1.38871169e+18 3.06486915e+19 9.74303154e+18 - 2.84802388e+18 8.09086727e+18 4.78093591e+17 1.42099818e+19 - 6.18575868e+18 3.45014841e+17 2.28893331e+19 5.89733977e+18 - 2.54831966e+18 2.24187644e+19 1.11578019e+18 1.22045271e+19 - 2.23999124e+19 3.99359471e+18 9.47120803e+16 6.13004004e+17 - 2.43614233e+17 2.27104586e+18 1.11754265e+18 1.07937917e+18 - 7.60833096e+18 2.55955859e+18 5.96395884e+18 7.44180392e+18 - 1.40698936e+19 4.03060025e+18 1.47833255e+18 2.33199994e+19 - 6.85030235e+18 4.88228492e+17] - diff with predicted vector [ 3.89634241e+08 3.57507976e+08 8.33333333e-02 -1.22194661e+09 - 6.65614989e+08 9.99095040e+07 -4.64795784e+07 -1.95342116e+08 - 1.43214251e+09 2.48599889e+08 1.28445036e+09 3.61781841e+07 - 9.20989149e+08 -3.21684600e+08 -4.10520472e+08 -1.24505272e+09 - -1.07800786e+08 7.91277194e+08 9.38095493e+08 6.38071115e+08 - 5.29751916e+07 -4.36373316e+08 -1.33670958e+09 3.02266732e+09 - -9.88145337e+08 3.12448987e+08 -7.53123767e+08 3.27086069e+08 - -6.42949893e+08 4.27220938e+08 5.34623915e+08 4.35230553e+08 - -7.89323140e+08 -9.09818305e+08 2.53055059e+08 4.56331066e+08 - -6.72662242e+08 -9.12077785e+08 3.55012725e+08 1.21899737e+09 - 7.24401357e+08 1.26562133e+09] - diff with predicted vector squared [1.51814842e+17 1.27811953e+17 6.94444444e-03 1.49315352e+18 - 4.43043314e+17 9.98190899e+15 2.16035121e+15 3.81585422e+16 - 2.05103216e+18 6.18019047e+16 1.64981274e+18 1.30886100e+15 - 8.48221013e+17 1.03480982e+17 1.68527058e+17 1.55015626e+18 - 1.16210094e+16 6.26119597e+17 8.80023153e+17 4.07134748e+17 - 2.80637093e+15 1.90421671e+17 1.78679251e+18 9.13651775e+18 - 9.76431207e+17 9.76243697e+16 5.67195409e+17 1.06985296e+17 - 4.13384565e+17 1.82517730e+17 2.85822730e+17 1.89425634e+17 - 6.23031020e+17 8.27769348e+17 6.40368627e+16 2.08238042e+17 - 4.52474491e+17 8.31885886e+17 1.26034035e+17 1.48595459e+18 - 5.24757327e+17 1.60179736e+18] -End computing r squared, result = 0.9213190555630897 -*** Linear model R2 score = 0.9213190555630897 +column mean vector= [6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873] + diff with mean vector [ 1.16323510e+07 -5.79960888e+09 -1.60030339e+09 -2.61726898e+08 + -7.36919342e+08 2.44882521e+09 2.37206004e+09 2.81274044e+09 + -3.88911760e+09 -5.74696236e+09 -1.66707238e+09 -1.07038374e+09 + 7.09499687e+08 7.17560700e+08 2.39108936e+09 1.58989339e+09 + -2.92860290e+08 1.42991324e+09 -3.21268887e+08 -2.75397650e+08 + 2.48581747e+08 -1.46791445e+09 2.68469713e+09 2.15587304e+09 + -5.79699878e+09 -1.24335333e+08 -9.73115497e+08 -1.13015365e+08 + 4.17144341e+09 4.49145342e+09 2.95606520e+09 -2.38734538e+09 + 4.62035862e+09 1.05459377e+09 -1.98541229e+09 -1.55822749e+09 + 2.61857865e+09 -5.77752720e+09 -2.26053962e+09 7.35435416e+08 + -6.33996212e+06 -1.60443698e+08 -1.37434490e+08 1.58202737e+09 + -5.40176014e+08 1.98758361e+09 2.54560553e+09 3.73960717e+09 + -4.79565831e+09 -1.77145914e+09 1.44244593e+09] + diff with mean vector squared [1.35311589e+14 3.36354632e+19 2.56097094e+18 6.85009691e+16 + 5.43050117e+17 5.99674492e+18 5.62666883e+18 7.91150877e+18 + 1.51252357e+19 3.30275763e+19 2.77913031e+18 1.14572135e+18 + 5.03389805e+17 5.14893359e+17 5.71730833e+18 2.52776100e+18 + 8.57671495e+16 2.04465186e+18 1.03213698e+17 7.58438655e+16 + 6.17928852e+16 2.15477284e+18 7.20759866e+18 4.64778856e+18 + 3.36051948e+19 1.54592751e+16 9.46953770e+17 1.27724728e+16 + 1.74009402e+19 2.01731538e+19 8.73832146e+18 5.69941795e+18 + 2.13477138e+19 1.11216802e+18 3.94186197e+18 2.42807291e+18 + 6.85695416e+18 3.33798205e+19 5.11003936e+18 5.40865252e+17 + 4.01951197e+13 2.57421803e+16 1.88882392e+16 2.50281060e+18 + 2.91790126e+17 3.95048860e+18 6.48010750e+18 1.39846618e+19 + 2.29983386e+19 3.13806747e+18 2.08065026e+18] + diff with predicted vector [-1.22862424e+09 -8.28072332e+08 1.08342069e+09 4.82135520e+08 + -1.91347698e+08 2.70209773e+09 -9.47938950e+08 3.02819158e+07 + -3.46530829e+08 -9.35246166e+08 -3.37419781e+08 8.94293364e+08 + 7.28661569e+08 1.24121258e+09 -1.12776006e+09 2.01874943e+07 + 1.06483792e+09 -4.30005296e+08 -3.17642169e+08 -9.46688796e+07 + 1.17439527e+09 9.74063229e+08 -8.55732092e+08 7.85008865e+08 + -7.16637380e+06 5.84098300e+08 1.53350654e+09 -7.27885316e+08 + -1.57290326e+09 1.10316486e+09 2.25890239e+09 1.31834017e+09 + -3.31836328e+08 -4.40890045e+08 2.40433259e+08 9.87424620e+08 + -7.09319730e+08 -7.66960572e+08 7.68797553e+07 3.05583995e+08 + -5.82179835e+08 1.45634484e+09 1.25875243e+09 2.49813701e+08 + -6.79823509e+08 -5.12582767e+08 -4.95943322e+08 8.40588271e+08 + -5.98991785e+08 -1.43381558e+08 -5.94420360e+08] + diff with predicted vector squared [1.50951752e+18 6.85703787e+17 1.17380040e+18 2.32454659e+17 + 3.66139414e+16 7.30133212e+18 8.98588253e+17 9.16994422e+14 + 1.20083616e+17 8.74685390e+17 1.13852109e+17 7.99760622e+17 + 5.30947682e+17 1.54060868e+18 1.27184276e+18 4.07534928e+14 + 1.13387979e+18 1.84904555e+17 1.00896548e+17 8.96219676e+15 + 1.37920425e+18 9.48799175e+17 7.32277413e+17 6.16238918e+17 + 5.13569134e+13 3.41170824e+17 2.35164229e+18 5.29817033e+17 + 2.47402465e+18 1.21697271e+18 5.10264003e+18 1.73802080e+18 + 1.10115349e+17 1.94384032e+17 5.78081521e+16 9.75007381e+17 + 5.03134480e+17 5.88228519e+17 5.91049678e+15 9.33815782e+16 + 3.38933361e+17 2.12094028e+18 1.58445769e+18 6.24068853e+16 + 4.62160003e+17 2.62741093e+17 2.45959778e+17 7.06588641e+17 + 3.58791158e+17 2.05582711e+16 3.53335564e+17] +End computing r squared, result = 0.8717518205464034 +*** Linear model R2 score = 0.8717518205464034 X header, margins and linear coef numbers before transpose: - [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-549553883.5200605, -1275161046.4342904, -1213610469.7087927, -1324892801.501851, -2713384524.642259, -393563683.91373307, -2259744043.5522027, -2806945286.496471, -2119614251.7836776, -3176802080.1762652], array([5.53763210e+08, 8.97606681e+08, 1.22014900e+09, 1.10932627e+09, - 2.10836556e+09, 4.05513953e+08, 2.24363759e+09, 2.04171023e+09, - 1.66508310e+09, 2.68332733e+09]), array([1.10331709e+09, 2.17276773e+09, 2.43375947e+09, 2.43421907e+09, - 4.82175009e+09, 7.99077637e+08, 4.50338163e+09, 4.84865552e+09, - 3.78469736e+09, 5.86012941e+09])] - --- Before Modifying variable -549553883.5200605, Type : <class 'str'> - --- After Modifying variable -549553883.5200605, Type : <class 'float'> - --- Before Modifying variable -1275161046.4342904, Type : <class 'str'> - --- After Modifying variable -1275161046.4342904, Type : <class 'float'> - --- Before Modifying variable -1213610469.7087927, Type : <class 'str'> - --- After Modifying variable -1213610469.7087927, Type : <class 'float'> - --- Before Modifying variable -1324892801.501851, Type : <class 'str'> - --- After Modifying variable -1324892801.501851, Type : <class 'float'> - --- Before Modifying variable -2713384524.642259, Type : <class 'str'> - --- After Modifying variable -2713384524.642259, Type : <class 'float'> - --- Before Modifying variable -393563683.91373307, Type : <class 'str'> - --- After Modifying variable -393563683.91373307, Type : <class 'float'> - --- Before Modifying variable -2259744043.5522027, Type : <class 'str'> - --- After Modifying variable -2259744043.5522027, Type : <class 'float'> - --- Before Modifying variable -2806945286.496471, Type : <class 'str'> - --- After Modifying variable -2806945286.496471, Type : <class 'float'> - --- Before Modifying variable -2119614251.7836776, Type : <class 'str'> - --- After Modifying variable -2119614251.7836776, Type : <class 'float'> - --- Before Modifying variable -3176802080.1762652, Type : <class 'str'> - --- After Modifying variable -3176802080.1762652, Type : <class 'float'> - --- Before Modifying variable 553763210.0131254, Type : <class 'str'> - --- After Modifying variable 553763210.0131254, Type : <class 'float'> - --- Before Modifying variable 897606680.6745838, Type : <class 'str'> - --- After Modifying variable 897606680.6745838, Type : <class 'float'> - --- Before Modifying variable 1220149004.8208008, Type : <class 'str'> - --- After Modifying variable 1220149004.8208008, Type : <class 'float'> - --- Before Modifying variable 1109326271.2499664, Type : <class 'str'> - --- After Modifying variable 1109326271.2499664, Type : <class 'float'> - --- Before Modifying variable 2108365562.0008345, Type : <class 'str'> - --- After Modifying variable 2108365562.0008345, Type : <class 'float'> - --- Before Modifying variable 405513953.02183807, Type : <class 'str'> - --- After Modifying variable 405513953.02183807, Type : <class 'float'> - --- Before Modifying variable 2243637585.783018, Type : <class 'str'> - --- After Modifying variable 2243637585.783018, Type : <class 'float'> - --- Before Modifying variable 2041710231.3462555, Type : <class 'str'> - --- After Modifying variable 2041710231.3462555, Type : <class 'float'> - --- Before Modifying variable 1665083103.8088892, Type : <class 'str'> - --- After Modifying variable 1665083103.8088892, Type : <class 'float'> - --- Before Modifying variable 2683327326.145057, Type : <class 'str'> - --- After Modifying variable 2683327326.145057, Type : <class 'float'> - --- Before Modifying variable 1103317093.533186, Type : <class 'str'> - --- After Modifying variable 1103317093.533186, Type : <class 'float'> - --- Before Modifying variable 2172767727.1088743, Type : <class 'str'> - --- After Modifying variable 2172767727.1088743, Type : <class 'float'> - --- Before Modifying variable 2433759474.5295935, Type : <class 'str'> - --- After Modifying variable 2433759474.5295935, Type : <class 'float'> - --- Before Modifying variable 2434219072.7518177, Type : <class 'str'> - --- After Modifying variable 2434219072.7518177, Type : <class 'float'> - --- Before Modifying variable 4821750086.643093, Type : <class 'str'> - --- After Modifying variable 4821750086.643093, Type : <class 'float'> - --- Before Modifying variable 799077636.9355712, Type : <class 'str'> - --- After Modifying variable 799077636.9355712, Type : <class 'float'> - --- Before Modifying variable 4503381629.33522, Type : <class 'str'> - --- After Modifying variable 4503381629.33522, Type : <class 'float'> - --- Before Modifying variable 4848655517.842727, Type : <class 'str'> - --- After Modifying variable 4848655517.842727, Type : <class 'float'> - --- Before Modifying variable 3784697355.5925665, Type : <class 'str'> - --- After Modifying variable 3784697355.5925665, Type : <class 'float'> - --- Before Modifying variable 5860129406.321322, Type : <class 'str'> - --- After Modifying variable 5860129406.321322, Type : <class 'float'> + [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-412556801.55709714, -1264188906.7534356, -1536345475.9378936, -1584467613.0221124, -3578325885.0620103, 149970046.12991115, -3260607619.6506376, -3037945754.9799795, -2510123228.7586713, -2944634415.4973207], array([3.89632888e+08, 1.00468256e+09, 1.20353299e+09, 1.04371264e+09, + 2.41644829e+09, 1.77102052e+08, 2.56858895e+09, 2.08414686e+09, + 1.86354525e+09, 2.27046854e+09]), array([8.02189690e+08, 2.26887147e+09, 2.73987847e+09, 2.62818025e+09, + 5.99477417e+09, 2.71320060e+07, 5.82919657e+09, 5.12209261e+09, + 4.37366848e+09, 5.21510296e+09])] + --- Before Modifying variable -412556801.55709714, Type : <class 'str'> + --- After Modifying variable -412556801.55709714, Type : <class 'float'> + --- Before Modifying variable -1264188906.7534356, Type : <class 'str'> + --- After Modifying variable -1264188906.7534356, Type : <class 'float'> + --- Before Modifying variable -1536345475.9378936, Type : <class 'str'> + --- After Modifying variable -1536345475.9378936, Type : <class 'float'> + --- Before Modifying variable -1584467613.0221124, Type : <class 'str'> + --- After Modifying variable -1584467613.0221124, Type : <class 'float'> + --- Before Modifying variable -3578325885.0620103, Type : <class 'str'> + --- After Modifying variable -3578325885.0620103, Type : <class 'float'> + --- Before Modifying variable 149970046.12991115, Type : <class 'str'> + --- After Modifying variable 149970046.12991115, Type : <class 'float'> + --- Before Modifying variable -3260607619.6506376, Type : <class 'str'> + --- After Modifying variable -3260607619.6506376, Type : <class 'float'> + --- Before Modifying variable -3037945754.9799795, Type : <class 'str'> + --- After Modifying variable -3037945754.9799795, Type : <class 'float'> + --- Before Modifying variable -2510123228.7586713, Type : <class 'str'> + --- After Modifying variable -2510123228.7586713, Type : <class 'float'> + --- Before Modifying variable -2944634415.4973207, Type : <class 'str'> + --- After Modifying variable -2944634415.4973207, Type : <class 'float'> + --- Before Modifying variable 389632888.4982499, Type : <class 'str'> + --- After Modifying variable 389632888.4982499, Type : <class 'float'> + --- Before Modifying variable 1004682558.4998031, Type : <class 'str'> + --- After Modifying variable 1004682558.4998031, Type : <class 'float'> + --- Before Modifying variable 1203532991.5503676, Type : <class 'str'> + --- After Modifying variable 1203532991.5503676, Type : <class 'float'> + --- Before Modifying variable 1043712635.855875, Type : <class 'str'> + --- After Modifying variable 1043712635.855875, Type : <class 'float'> + --- Before Modifying variable 2416448287.019146, Type : <class 'str'> + --- After Modifying variable 2416448287.019146, Type : <class 'float'> + --- Before Modifying variable 177102052.09242576, Type : <class 'str'> + --- After Modifying variable 177102052.09242576, Type : <class 'float'> + --- Before Modifying variable 2568588945.394195, Type : <class 'str'> + --- After Modifying variable 2568588945.394195, Type : <class 'float'> + --- Before Modifying variable 2084146858.1082678, Type : <class 'str'> + --- After Modifying variable 2084146858.1082678, Type : <class 'float'> + --- Before Modifying variable 1863545249.804789, Type : <class 'str'> + --- After Modifying variable 1863545249.804789, Type : <class 'float'> + --- Before Modifying variable 2270468542.285238, Type : <class 'str'> + --- After Modifying variable 2270468542.285238, Type : <class 'float'> + --- Before Modifying variable 802189690.055347, Type : <class 'str'> + --- After Modifying variable 802189690.055347, Type : <class 'float'> + --- Before Modifying variable 2268871465.2532387, Type : <class 'str'> + --- After Modifying variable 2268871465.2532387, Type : <class 'float'> + --- Before Modifying variable 2739878467.488261, Type : <class 'str'> + --- After Modifying variable 2739878467.488261, Type : <class 'float'> + --- Before Modifying variable 2628180248.8779874, Type : <class 'str'> + --- After Modifying variable 2628180248.8779874, Type : <class 'float'> + --- Before Modifying variable 5994774172.081156, Type : <class 'str'> + --- After Modifying variable 5994774172.081156, Type : <class 'float'> + --- Before Modifying variable 27132005.96251461, Type : <class 'str'> + --- After Modifying variable 27132005.96251461, Type : <class 'float'> + --- Before Modifying variable 5829196565.044832, Type : <class 'str'> + --- After Modifying variable 5829196565.044832, Type : <class 'float'> + --- Before Modifying variable 5122092613.088247, Type : <class 'str'> + --- After Modifying variable 5122092613.088247, Type : <class 'float'> + --- Before Modifying variable 4373668478.56346, Type : <class 'str'> + --- After Modifying variable 4373668478.56346, Type : <class 'float'> + --- Before Modifying variable 5215102957.782558, Type : <class 'str'> + --- After Modifying variable 5215102957.782558, Type : <class 'float'> X header, margins and linear coef numbers after transpose: - [['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322]] + [['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461], ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558]] margins and linearcoef summary_to_print : [array(['X_variable', 'meaning ', 'kernel ridge margins', - 'linear regression coefficients', 'difference'], dtype='<U30'), ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322]] + 'linear regression coefficients', 'difference'], dtype='<U30'), ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461], ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558]] --- Actual line: ['X_variable' 'meaning ' 'kernel ridge margins' 'linear regression coefficients' 'difference'] - --- Actual line: ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186] - --- Actual line: ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743] - --- Actual line: ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935] - --- Actual line: ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177] - --- Actual line: ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093] - --- Actual line: ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712] - --- Actual line: ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522] - --- Actual line: ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727] - --- Actual line: ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665] - --- Actual line: ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322] + --- Actual line: ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347] + --- Actual line: ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387] + --- Actual line: ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261] + --- Actual line: ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874] + --- Actual line: ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156] + --- Actual line: ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461] + --- Actual line: ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832] + --- Actual line: ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247] + --- Actual line: ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346] + --- Actual line: ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712], ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322]] + [['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461], ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156]] margins and linearcoef summary_to_print ordered by margin : [array(['X_variable', 'meaning ', 'kernel ridge margins', - 'linear regression coefficients', 'difference'], dtype='<U30'), ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322]] + 'linear regression coefficients', 'difference'], dtype='<U30'), ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461], ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558]] --- Actual line: ['X_variable' 'meaning ' 'kernel ridge margins' 'linear regression coefficients' 'difference'] - --- Actual line: ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712] - --- Actual line: ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186] - --- Actual line: ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935] - --- Actual line: ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743] - --- Actual line: ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177] - --- Actual line: ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665] - --- Actual line: ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522] - --- Actual line: ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093] - --- Actual line: ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727] - --- Actual line: ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322] + --- Actual line: ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461] + --- Actual line: ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347] + --- Actual line: ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387] + --- Actual line: ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261] + --- Actual line: ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874] + --- Actual line: ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346] + --- Actual line: ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558] + --- Actual line: ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247] + --- Actual line: ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832] + --- Actual line: ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712]] + [['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461]] margins and linearcoef summary_to_print ordered by linear regression coefficients : [array(['X_variable', 'meaning ', 'kernel ridge margins', - 'linear regression coefficients', 'difference'], dtype='<U30'), ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712]] + 'linear regression coefficients', 'difference'], dtype='<U30'), ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461]] --- Actual line: ['X_variable' 'meaning ' 'kernel ridge margins' 'linear regression coefficients' 'difference'] - --- Actual line: ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322] - --- Actual line: ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522] - --- Actual line: ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093] - --- Actual line: ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727] - --- Actual line: ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665] - --- Actual line: ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935] - --- Actual line: ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177] - --- Actual line: ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743] - --- Actual line: ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186] - --- Actual line: ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712] + --- Actual line: ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832] + --- Actual line: ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156] + --- Actual line: ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558] + --- Actual line: ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247] + --- Actual line: ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346] + --- Actual line: ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261] + --- Actual line: ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874] + --- Actual line: ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387] + --- Actual line: ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347] + --- Actual line: ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712]] + [['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461]] margins and linearcoef summary_to_print ordered by linear regression coefficients : [array(['X_variable', 'meaning ', 'kernel ridge margins', - 'linear regression coefficients', 'difference'], dtype='<U30'), ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712]] + 'linear regression coefficients', 'difference'], dtype='<U30'), ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461]] --- Actual line: ['X_variable' 'meaning ' 'kernel ridge margins' 'linear regression coefficients' 'difference'] - --- Actual line: ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322] - --- Actual line: ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727] - --- Actual line: ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093] - --- Actual line: ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522] - --- Actual line: ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665] - --- Actual line: ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177] - --- Actual line: ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935] - --- Actual line: ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743] - --- Actual line: ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186] - --- Actual line: ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712] -d_X_5 linear model parameters = [ 9.63631496e+07 5.57183634e+08 -2.04810469e+08 -7.76158880e+06 - -4.39948829e+08 -6.25180101e+08 5.85387438e+08 -4.59408522e+08 - -2.13689307e+07 -3.39405022e+08] - --- FLOAT version of d_X_i_linear_coefficients_ [96363149.60079862, 557183634.3814104, -204810468.7374921, -7761588.803645088, -439948829.46794075, -625180101.2974285, 585387437.7594943, -459408522.44206417, -21368930.68136751, -339405021.90289724] - --- Before Modifying variable 96363149.60079862, Type : <class 'str'> - --- After Modifying variable 96363149.60079862, Type : <class 'float'> - --- Before Modifying variable 557183634.3814104, Type : <class 'str'> - --- After Modifying variable 557183634.3814104, Type : <class 'float'> - --- Before Modifying variable -204810468.7374921, Type : <class 'str'> - --- After Modifying variable -204810468.7374921, Type : <class 'float'> - --- Before Modifying variable -7761588.803645088, Type : <class 'str'> - --- After Modifying variable -7761588.803645088, Type : <class 'float'> - --- Before Modifying variable -439948829.46794075, Type : <class 'str'> - --- After Modifying variable -439948829.46794075, Type : <class 'float'> - --- Before Modifying variable -625180101.2974285, Type : <class 'str'> - --- After Modifying variable -625180101.2974285, Type : <class 'float'> - --- Before Modifying variable 585387437.7594943, Type : <class 'str'> - --- After Modifying variable 585387437.7594943, Type : <class 'float'> - --- Before Modifying variable -459408522.44206417, Type : <class 'str'> - --- After Modifying variable -459408522.44206417, Type : <class 'float'> - --- Before Modifying variable -21368930.68136751, Type : <class 'str'> - --- After Modifying variable -21368930.68136751, Type : <class 'float'> - --- Before Modifying variable -339405021.90289724, Type : <class 'str'> - --- After Modifying variable -339405021.90289724, Type : <class 'float'> - --- Before Modifying variable 96363149.60079862, Type : <class 'str'> - --- After Modifying variable 96363149.60079862, Type : <class 'float'> - --- Before Modifying variable 557183634.3814104, Type : <class 'str'> - --- After Modifying variable 557183634.3814104, Type : <class 'float'> - --- Before Modifying variable 204810468.7374921, Type : <class 'str'> - --- After Modifying variable 204810468.7374921, Type : <class 'float'> - --- Before Modifying variable 7761588.803645088, Type : <class 'str'> - --- After Modifying variable 7761588.803645088, Type : <class 'float'> - --- Before Modifying variable 439948829.46794075, Type : <class 'str'> - --- After Modifying variable 439948829.46794075, Type : <class 'float'> - --- Before Modifying variable 625180101.2974285, Type : <class 'str'> - --- After Modifying variable 625180101.2974285, Type : <class 'float'> - --- Before Modifying variable 585387437.7594943, Type : <class 'str'> - --- After Modifying variable 585387437.7594943, Type : <class 'float'> - --- Before Modifying variable 459408522.44206417, Type : <class 'str'> - --- After Modifying variable 459408522.44206417, Type : <class 'float'> - --- Before Modifying variable 21368930.68136751, Type : <class 'str'> - --- After Modifying variable 21368930.68136751, Type : <class 'float'> - --- Before Modifying variable 339405021.90289724, Type : <class 'str'> - --- After Modifying variable 339405021.90289724, Type : <class 'float'> + --- Actual line: ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156] + --- Actual line: ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832] + --- Actual line: ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558] + --- Actual line: ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247] + --- Actual line: ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346] + --- Actual line: ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261] + --- Actual line: ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874] + --- Actual line: ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387] + --- Actual line: ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347] + --- Actual line: ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461] +d_X_5 linear model parameters = [ 7.67653846e+07 3.51728847e+08 2.95425709e+08 7.84948953e+07 + 5.55894540e+07 -6.63071411e+08 4.62471351e+08 -2.00229356e+07 + -2.24539857e+08 -1.83336104e+08] + --- FLOAT version of d_X_i_linear_coefficients_ [76765384.64639042, 351728847.1069102, 295425709.1687234, 78494895.25906077, 55589453.984847695, -663071410.647823, 462471350.70708954, -20022935.613327645, -224539857.22782457, -183336104.08860493] + --- Before Modifying variable 76765384.64639042, Type : <class 'str'> + --- After Modifying variable 76765384.64639042, Type : <class 'float'> + --- Before Modifying variable 351728847.1069102, Type : <class 'str'> + --- After Modifying variable 351728847.1069102, Type : <class 'float'> + --- Before Modifying variable 295425709.1687234, Type : <class 'str'> + --- After Modifying variable 295425709.1687234, Type : <class 'float'> + --- Before Modifying variable 78494895.25906077, Type : <class 'str'> + --- After Modifying variable 78494895.25906077, Type : <class 'float'> + --- Before Modifying variable 55589453.984847695, Type : <class 'str'> + --- After Modifying variable 55589453.984847695, Type : <class 'float'> + --- Before Modifying variable -663071410.647823, Type : <class 'str'> + --- After Modifying variable -663071410.647823, Type : <class 'float'> + --- Before Modifying variable 462471350.70708954, Type : <class 'str'> + --- After Modifying variable 462471350.70708954, Type : <class 'float'> + --- Before Modifying variable -20022935.613327645, Type : <class 'str'> + --- After Modifying variable -20022935.613327645, Type : <class 'float'> + --- Before Modifying variable -224539857.22782457, Type : <class 'str'> + --- After Modifying variable -224539857.22782457, Type : <class 'float'> + --- Before Modifying variable -183336104.08860493, Type : <class 'str'> + --- After Modifying variable -183336104.08860493, Type : <class 'float'> + --- Before Modifying variable 76765384.64639042, Type : <class 'str'> + --- After Modifying variable 76765384.64639042, Type : <class 'float'> + --- Before Modifying variable 351728847.1069102, Type : <class 'str'> + --- After Modifying variable 351728847.1069102, Type : <class 'float'> + --- Before Modifying variable 295425709.1687234, Type : <class 'str'> + --- After Modifying variable 295425709.1687234, Type : <class 'float'> + --- Before Modifying variable 78494895.25906077, Type : <class 'str'> + --- After Modifying variable 78494895.25906077, Type : <class 'float'> + --- Before Modifying variable 55589453.984847695, Type : <class 'str'> + --- After Modifying variable 55589453.984847695, Type : <class 'float'> + --- Before Modifying variable 663071410.647823, Type : <class 'str'> + --- After Modifying variable 663071410.647823, Type : <class 'float'> + --- Before Modifying variable 462471350.70708954, Type : <class 'str'> + --- After Modifying variable 462471350.70708954, Type : <class 'float'> + --- Before Modifying variable 20022935.613327645, Type : <class 'str'> + --- After Modifying variable 20022935.613327645, Type : <class 'float'> + --- Before Modifying variable 224539857.22782457, Type : <class 'str'> + --- After Modifying variable 224539857.22782457, Type : <class 'float'> + --- Before Modifying variable 183336104.08860493, Type : <class 'str'> + --- After Modifying variable 183336104.08860493, Type : <class 'float'> X header, d_X_ 5 values : - [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [96363149.60079862, 557183634.3814104, -204810468.7374921, -7761588.803645088, -439948829.46794075, -625180101.2974285, 585387437.7594943, -459408522.44206417, -21368930.68136751, -339405021.90289724], [96363149.60079862, 557183634.3814104, 204810468.7374921, 7761588.803645088, 439948829.46794075, 625180101.2974285, 585387437.7594943, 459408522.44206417, 21368930.68136751, 339405021.90289724]] + [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [76765384.64639042, 351728847.1069102, 295425709.1687234, 78494895.25906077, 55589453.984847695, -663071410.647823, 462471350.70708954, -20022935.613327645, -224539857.22782457, -183336104.08860493], [76765384.64639042, 351728847.1069102, 295425709.1687234, 78494895.25906077, 55589453.984847695, 663071410.647823, 462471350.70708954, 20022935.613327645, 224539857.22782457, 183336104.08860493]] --- Actual line: ['Variable' 'meaning ' 'd_X_5 (Variation relative to frequency level of Big Socket)' 'asolute d_X_5'] - --- Actual line: ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862] - --- Actual line: ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104] - --- Actual line: ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921] - --- Actual line: ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088] - --- Actual line: ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075] - --- Actual line: ['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285] - --- Actual line: ['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943] - --- Actual line: ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417] - --- Actual line: ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751] - --- Actual line: ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724] + --- Actual line: ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042] + --- Actual line: ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102] + --- Actual line: ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234] + --- Actual line: ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077] + --- Actual line: ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695] + --- Actual line: ['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823] + --- Actual line: ['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954] + --- Actual line: ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645] + --- Actual line: ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457] + --- Actual line: ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943], ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104], ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862], ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088], ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751], ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921], ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724], ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075], ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417], ['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285]] + [['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954], ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102], ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234], ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077], ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042], ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695], ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645], ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493], ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457], ['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823]] margins and linearcoef summary_to_print ordered by margin : [array(['Variable', 'meaning ', 'd_X_5 (Variation relative to frequency level of Big Socket)', - 'asolute d_X_5'], dtype='<U59'), ['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943], ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104], ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862], ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088], ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751], ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921], ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724], ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075], ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417], ['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285]] + 'asolute d_X_5'], dtype='<U59'), ['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954], ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102], ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234], ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077], ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042], ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695], ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645], ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493], ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457], ['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823]] --- Actual line: ['Variable' 'meaning ' 'd_X_5 (Variation relative to frequency level of Big Socket)' 'asolute d_X_5'] - --- Actual line: ['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943] - --- Actual line: ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104] - --- Actual line: ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862] - --- Actual line: ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088] - --- Actual line: ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751] - --- Actual line: ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921] - --- Actual line: ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724] - --- Actual line: ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075] - --- Actual line: ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417] - --- Actual line: ['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285] + --- Actual line: ['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954] + --- Actual line: ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102] + --- Actual line: ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234] + --- Actual line: ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077] + --- Actual line: ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042] + --- Actual line: ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695] + --- Actual line: ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645] + --- Actual line: ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493] + --- Actual line: ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457] + --- Actual line: ['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285], ['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943], ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104], ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417], ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075], ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724], ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921], ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862], ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751], ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088]] + [['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823], ['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954], ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102], ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234], ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457], ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493], ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077], ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042], ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695], ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645]] margins and linearcoef summary_to_print ordered by margin : [array(['Variable', 'meaning ', 'd_X_5 (Variation relative to frequency level of Big Socket)', - 'asolute d_X_5'], dtype='<U59'), ['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285], ['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943], ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104], ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417], ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075], ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724], ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921], ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862], ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751], ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088]] + 'asolute d_X_5'], dtype='<U59'), ['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823], ['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954], ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102], ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234], ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457], ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493], ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077], ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042], ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695], ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645]] --- Actual line: ['Variable' 'meaning ' 'd_X_5 (Variation relative to frequency level of Big Socket)' 'asolute d_X_5'] - --- Actual line: ['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285] - --- Actual line: ['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943] - --- Actual line: ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104] - --- Actual line: ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417] - --- Actual line: ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075] - --- Actual line: ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724] - --- Actual line: ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921] - --- Actual line: ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862] - --- Actual line: ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751] - --- Actual line: ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088] + --- Actual line: ['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823] + --- Actual line: ['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954] + --- Actual line: ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102] + --- Actual line: ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234] + --- Actual line: ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457] + --- Actual line: ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493] + --- Actual line: ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077] + --- Actual line: ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042] + --- Actual line: ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695] + --- Actual line: ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645] Plotting d_X_5 over other variables --- In function plot_marginal_interactions : plotting d_X_5 with regard to X_0, X_1, X_2 -d_X_0 linear model parameters = [ 3.36742114e+08 -2.40781290e+08 -3.11442452e+08 -3.52536308e+07 - -1.46827086e+09 -2.08315053e+07 1.49473137e+08 -2.38565480e+08 - 5.48252006e+08 -1.22840088e+07] - --- FLOAT version of d_X_i_linear_coefficients_ [336742113.8631924, -240781289.9774284, -311442451.6043428, -35253630.80987913, -1468270861.2177563, -20831505.270050596, 149473136.73207346, -238565479.58682618, 548252005.7839191, -12284008.825833302] - --- Before Modifying variable 336742113.8631924, Type : <class 'str'> - --- After Modifying variable 336742113.8631924, Type : <class 'float'> - --- Before Modifying variable -240781289.9774284, Type : <class 'str'> - --- After Modifying variable -240781289.9774284, Type : <class 'float'> - --- Before Modifying variable -311442451.6043428, Type : <class 'str'> - --- After Modifying variable -311442451.6043428, Type : <class 'float'> - --- Before Modifying variable -35253630.80987913, Type : <class 'str'> - --- After Modifying variable -35253630.80987913, Type : <class 'float'> - --- Before Modifying variable -1468270861.2177563, Type : <class 'str'> - --- After Modifying variable -1468270861.2177563, Type : <class 'float'> - --- Before Modifying variable -20831505.270050596, Type : <class 'str'> - --- After Modifying variable -20831505.270050596, Type : <class 'float'> - --- Before Modifying variable 149473136.73207346, Type : <class 'str'> - --- After Modifying variable 149473136.73207346, Type : <class 'float'> - --- Before Modifying variable -238565479.58682618, Type : <class 'str'> - --- After Modifying variable -238565479.58682618, Type : <class 'float'> - --- Before Modifying variable 548252005.7839191, Type : <class 'str'> - --- After Modifying variable 548252005.7839191, Type : <class 'float'> - --- Before Modifying variable -12284008.825833302, Type : <class 'str'> - --- After Modifying variable -12284008.825833302, Type : <class 'float'> - --- Before Modifying variable 336742113.8631924, Type : <class 'str'> - --- After Modifying variable 336742113.8631924, Type : <class 'float'> - --- Before Modifying variable 240781289.9774284, Type : <class 'str'> - --- After Modifying variable 240781289.9774284, Type : <class 'float'> - --- Before Modifying variable 311442451.6043428, Type : <class 'str'> - --- After Modifying variable 311442451.6043428, Type : <class 'float'> - --- Before Modifying variable 35253630.80987913, Type : <class 'str'> - --- After Modifying variable 35253630.80987913, Type : <class 'float'> - --- Before Modifying variable 1468270861.2177563, Type : <class 'str'> - --- After Modifying variable 1468270861.2177563, Type : <class 'float'> - --- Before Modifying variable 20831505.270050596, Type : <class 'str'> - --- After Modifying variable 20831505.270050596, Type : <class 'float'> - --- Before Modifying variable 149473136.73207346, Type : <class 'str'> - --- After Modifying variable 149473136.73207346, Type : <class 'float'> - --- Before Modifying variable 238565479.58682618, Type : <class 'str'> - --- After Modifying variable 238565479.58682618, Type : <class 'float'> - --- Before Modifying variable 548252005.7839191, Type : <class 'str'> - --- After Modifying variable 548252005.7839191, Type : <class 'float'> - --- Before Modifying variable 12284008.825833302, Type : <class 'str'> - --- After Modifying variable 12284008.825833302, Type : <class 'float'> +d_X_0 linear model parameters = [ 8.20339558e+08 -4.36603137e+08 -4.82410492e+08 -7.70131371e+08 + -1.30163991e+09 -1.68726910e+05 3.87199829e+08 -1.98020944e+07 + 2.11918146e+08 9.59626251e+05] + --- FLOAT version of d_X_i_linear_coefficients_ [820339557.6513243, -436603136.7916219, -482410491.5300842, -770131371.08033, -1301639906.0933905, -168726.91015878506, 387199828.95405394, -19802094.438352123, 211918146.37941247, 959626.2509699315] + --- Before Modifying variable 820339557.6513243, Type : <class 'str'> + --- After Modifying variable 820339557.6513243, Type : <class 'float'> + --- Before Modifying variable -436603136.7916219, Type : <class 'str'> + --- After Modifying variable -436603136.7916219, Type : <class 'float'> + --- Before Modifying variable -482410491.5300842, Type : <class 'str'> + --- After Modifying variable -482410491.5300842, Type : <class 'float'> + --- Before Modifying variable -770131371.08033, Type : <class 'str'> + --- After Modifying variable -770131371.08033, Type : <class 'float'> + --- Before Modifying variable -1301639906.0933905, Type : <class 'str'> + --- After Modifying variable -1301639906.0933905, Type : <class 'float'> + --- Before Modifying variable -168726.91015878506, Type : <class 'str'> + --- After Modifying variable -168726.91015878506, Type : <class 'float'> + --- Before Modifying variable 387199828.95405394, Type : <class 'str'> + --- After Modifying variable 387199828.95405394, Type : <class 'float'> + --- Before Modifying variable -19802094.438352123, Type : <class 'str'> + --- After Modifying variable -19802094.438352123, Type : <class 'float'> + --- Before Modifying variable 211918146.37941247, Type : <class 'str'> + --- After Modifying variable 211918146.37941247, Type : <class 'float'> + --- Before Modifying variable 959626.2509699315, Type : <class 'str'> + --- After Modifying variable 959626.2509699315, Type : <class 'float'> + --- Before Modifying variable 820339557.6513243, Type : <class 'str'> + --- After Modifying variable 820339557.6513243, Type : <class 'float'> + --- Before Modifying variable 436603136.7916219, Type : <class 'str'> + --- After Modifying variable 436603136.7916219, Type : <class 'float'> + --- Before Modifying variable 482410491.5300842, Type : <class 'str'> + --- After Modifying variable 482410491.5300842, Type : <class 'float'> + --- Before Modifying variable 770131371.08033, Type : <class 'str'> + --- After Modifying variable 770131371.08033, Type : <class 'float'> + --- Before Modifying variable 1301639906.0933905, Type : <class 'str'> + --- After Modifying variable 1301639906.0933905, Type : <class 'float'> + --- Before Modifying variable 168726.91015878506, Type : <class 'str'> + --- After Modifying variable 168726.91015878506, Type : <class 'float'> + --- Before Modifying variable 387199828.95405394, Type : <class 'str'> + --- After Modifying variable 387199828.95405394, Type : <class 'float'> + --- Before Modifying variable 19802094.438352123, Type : <class 'str'> + --- After Modifying variable 19802094.438352123, Type : <class 'float'> + --- Before Modifying variable 211918146.37941247, Type : <class 'str'> + --- After Modifying variable 211918146.37941247, Type : <class 'float'> + --- Before Modifying variable 959626.2509699315, Type : <class 'str'> + --- After Modifying variable 959626.2509699315, Type : <class 'float'> X header, d_X_ 0 values : - [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [336742113.8631924, -240781289.9774284, -311442451.6043428, -35253630.80987913, -1468270861.2177563, -20831505.270050596, 149473136.73207346, -238565479.58682618, 548252005.7839191, -12284008.825833302], [336742113.8631924, 240781289.9774284, 311442451.6043428, 35253630.80987913, 1468270861.2177563, 20831505.270050596, 149473136.73207346, 238565479.58682618, 548252005.7839191, 12284008.825833302]] + [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [820339557.6513243, -436603136.7916219, -482410491.5300842, -770131371.08033, -1301639906.0933905, -168726.91015878506, 387199828.95405394, -19802094.438352123, 211918146.37941247, 959626.2509699315], [820339557.6513243, 436603136.7916219, 482410491.5300842, 770131371.08033, 1301639906.0933905, 168726.91015878506, 387199828.95405394, 19802094.438352123, 211918146.37941247, 959626.2509699315]] --- Actual line: ['Variable' 'meaning ' 'd_X_0 (Variation relative to frequency level of Little Socket)' 'asolute d_X_0'] - --- Actual line: ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924] - --- Actual line: ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284] - --- Actual line: ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428] - --- Actual line: ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913] - --- Actual line: ['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563] - --- Actual line: ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596] - --- Actual line: ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346] - --- Actual line: ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618] - --- Actual line: ['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191] - --- Actual line: ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302] + --- Actual line: ['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243] + --- Actual line: ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219] + --- Actual line: ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842] + --- Actual line: ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033] + --- Actual line: ['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905] + --- Actual line: ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506] + --- Actual line: ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394] + --- Actual line: ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123] + --- Actual line: ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247] + --- Actual line: ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191], ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924], ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346], ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302], ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596], ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913], ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618], ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284], ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428], ['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563]] + [['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243], ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394], ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247], ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315], ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506], ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123], ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219], ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842], ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033], ['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905]] margins and linearcoef summary_to_print ordered by margin : [array(['Variable', 'meaning ', 'd_X_0 (Variation relative to frequency level of Little Socket)', - 'asolute d_X_0'], dtype='<U62'), ['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191], ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924], ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346], ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302], ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596], ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913], ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618], ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284], ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428], ['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563]] + 'asolute d_X_0'], dtype='<U62'), ['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243], ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394], ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247], ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315], ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506], ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123], ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219], ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842], ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033], ['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905]] --- Actual line: ['Variable' 'meaning ' 'd_X_0 (Variation relative to frequency level of Little Socket)' 'asolute d_X_0'] - --- Actual line: ['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191] - --- Actual line: ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924] - --- Actual line: ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346] - --- Actual line: ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302] - --- Actual line: ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596] - --- Actual line: ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913] - --- Actual line: ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618] - --- Actual line: ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284] - --- Actual line: ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428] - --- Actual line: ['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563] + --- Actual line: ['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243] + --- Actual line: ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394] + --- Actual line: ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247] + --- Actual line: ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315] + --- Actual line: ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506] + --- Actual line: ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123] + --- Actual line: ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219] + --- Actual line: ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842] + --- Actual line: ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033] + --- Actual line: ['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563], ['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191], ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924], ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428], ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284], ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618], ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346], ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913], ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596], ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302]] + [['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905], ['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243], ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033], ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842], ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219], ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394], ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247], ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123], ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315], ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506]] margins and linearcoef summary_to_print ordered by margin : [array(['Variable', 'meaning ', 'd_X_0 (Variation relative to frequency level of Little Socket)', - 'asolute d_X_0'], dtype='<U62'), ['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563], ['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191], ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924], ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428], ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284], ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618], ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346], ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913], ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596], ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302]] + 'asolute d_X_0'], dtype='<U62'), ['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905], ['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243], ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033], ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842], ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219], ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394], ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247], ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123], ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315], ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506]] --- Actual line: ['Variable' 'meaning ' 'd_X_0 (Variation relative to frequency level of Little Socket)' 'asolute d_X_0'] - --- Actual line: ['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563] - --- Actual line: ['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191] - --- Actual line: ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924] - --- Actual line: ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428] - --- Actual line: ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284] - --- Actual line: ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618] - --- Actual line: ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346] - --- Actual line: ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913] - --- Actual line: ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596] - --- Actual line: ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302] + --- Actual line: ['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905] + --- Actual line: ['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243] + --- Actual line: ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033] + --- Actual line: ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842] + --- Actual line: ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219] + --- Actual line: ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394] + --- Actual line: ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247] + --- Actual line: ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123] + --- Actual line: ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315] + --- Actual line: ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506] Plotting d_X_0 over other variables --- In function plot_marginal_interactions : plotting d_X_0 with regard to X_0, X_1, X_2 -d_X_1 linear model parameters = [-3.24833953e+08 3.38988100e+08 -2.04206115e+08 -4.34477195e+08 - -9.87408245e+08 2.59436063e+08 -7.54104437e+08 1.52121806e+08 - 1.18123506e+08 -2.98115443e+08] - --- FLOAT version of d_X_i_linear_coefficients_ [-324833952.8750232, 338988099.5505692, -204206114.8465256, -434477194.58466315, -987408244.7979025, 259436063.4328626, -754104437.2464166, 152121805.7194438, 118123506.00994132, -298115442.7547031] - --- Before Modifying variable -324833952.8750232, Type : <class 'str'> - --- After Modifying variable -324833952.8750232, Type : <class 'float'> - --- Before Modifying variable 338988099.5505692, Type : <class 'str'> - --- After Modifying variable 338988099.5505692, Type : <class 'float'> - --- Before Modifying variable -204206114.8465256, Type : <class 'str'> - --- After Modifying variable -204206114.8465256, Type : <class 'float'> - --- Before Modifying variable -434477194.58466315, Type : <class 'str'> - --- After Modifying variable -434477194.58466315, Type : <class 'float'> - --- Before Modifying variable -987408244.7979025, Type : <class 'str'> - --- After Modifying variable -987408244.7979025, Type : <class 'float'> - --- Before Modifying variable 259436063.4328626, Type : <class 'str'> - --- After Modifying variable 259436063.4328626, Type : <class 'float'> - --- Before Modifying variable -754104437.2464166, Type : <class 'str'> - --- After Modifying variable -754104437.2464166, Type : <class 'float'> - --- Before Modifying variable 152121805.7194438, Type : <class 'str'> - --- After Modifying variable 152121805.7194438, Type : <class 'float'> - --- Before Modifying variable 118123506.00994132, Type : <class 'str'> - --- After Modifying variable 118123506.00994132, Type : <class 'float'> - --- Before Modifying variable -298115442.7547031, Type : <class 'str'> - --- After Modifying variable -298115442.7547031, Type : <class 'float'> - --- Before Modifying variable 324833952.8750232, Type : <class 'str'> - --- After Modifying variable 324833952.8750232, Type : <class 'float'> - --- Before Modifying variable 338988099.5505692, Type : <class 'str'> - --- After Modifying variable 338988099.5505692, Type : <class 'float'> - --- Before Modifying variable 204206114.8465256, Type : <class 'str'> - --- After Modifying variable 204206114.8465256, Type : <class 'float'> - --- Before Modifying variable 434477194.58466315, Type : <class 'str'> - --- After Modifying variable 434477194.58466315, Type : <class 'float'> - --- Before Modifying variable 987408244.7979025, Type : <class 'str'> - --- After Modifying variable 987408244.7979025, Type : <class 'float'> - --- Before Modifying variable 259436063.4328626, Type : <class 'str'> - --- After Modifying variable 259436063.4328626, Type : <class 'float'> - --- Before Modifying variable 754104437.2464166, Type : <class 'str'> - --- After Modifying variable 754104437.2464166, Type : <class 'float'> - --- Before Modifying variable 152121805.7194438, Type : <class 'str'> - --- After Modifying variable 152121805.7194438, Type : <class 'float'> - --- Before Modifying variable 118123506.00994132, Type : <class 'str'> - --- After Modifying variable 118123506.00994132, Type : <class 'float'> - --- Before Modifying variable 298115442.7547031, Type : <class 'str'> - --- After Modifying variable 298115442.7547031, Type : <class 'float'> +d_X_1 linear model parameters = [-3.20950307e+08 3.32617511e+08 4.75815389e+07 -3.18893377e+08 + -6.81588945e+08 1.53703955e+08 -7.65208546e+08 -3.13765227e+08 + -2.33885892e+07 -4.82346664e+08] + --- FLOAT version of d_X_i_linear_coefficients_ [-320950306.78554046, 332617510.9225541, 47581538.93728754, -318893376.56996655, -681588945.4197552, 153703954.81168452, -765208545.5397289, -313765227.0305944, -23388589.23470423, -482346664.1520596] + --- Before Modifying variable -320950306.78554046, Type : <class 'str'> + --- After Modifying variable -320950306.78554046, Type : <class 'float'> + --- Before Modifying variable 332617510.9225541, Type : <class 'str'> + --- After Modifying variable 332617510.9225541, Type : <class 'float'> + --- Before Modifying variable 47581538.93728754, Type : <class 'str'> + --- After Modifying variable 47581538.93728754, Type : <class 'float'> + --- Before Modifying variable -318893376.56996655, Type : <class 'str'> + --- After Modifying variable -318893376.56996655, Type : <class 'float'> + --- Before Modifying variable -681588945.4197552, Type : <class 'str'> + --- After Modifying variable -681588945.4197552, Type : <class 'float'> + --- Before Modifying variable 153703954.81168452, Type : <class 'str'> + --- After Modifying variable 153703954.81168452, Type : <class 'float'> + --- Before Modifying variable -765208545.5397289, Type : <class 'str'> + --- After Modifying variable -765208545.5397289, Type : <class 'float'> + --- Before Modifying variable -313765227.0305944, Type : <class 'str'> + --- After Modifying variable -313765227.0305944, Type : <class 'float'> + --- Before Modifying variable -23388589.23470423, Type : <class 'str'> + --- After Modifying variable -23388589.23470423, Type : <class 'float'> + --- Before Modifying variable -482346664.1520596, Type : <class 'str'> + --- After Modifying variable -482346664.1520596, Type : <class 'float'> + --- Before Modifying variable 320950306.78554046, Type : <class 'str'> + --- After Modifying variable 320950306.78554046, Type : <class 'float'> + --- Before Modifying variable 332617510.9225541, Type : <class 'str'> + --- After Modifying variable 332617510.9225541, Type : <class 'float'> + --- Before Modifying variable 47581538.93728754, Type : <class 'str'> + --- After Modifying variable 47581538.93728754, Type : <class 'float'> + --- Before Modifying variable 318893376.56996655, Type : <class 'str'> + --- After Modifying variable 318893376.56996655, Type : <class 'float'> + --- Before Modifying variable 681588945.4197552, Type : <class 'str'> + --- After Modifying variable 681588945.4197552, Type : <class 'float'> + --- Before Modifying variable 153703954.81168452, Type : <class 'str'> + --- After Modifying variable 153703954.81168452, Type : <class 'float'> + --- Before Modifying variable 765208545.5397289, Type : <class 'str'> + --- After Modifying variable 765208545.5397289, Type : <class 'float'> + --- Before Modifying variable 313765227.0305944, Type : <class 'str'> + --- After Modifying variable 313765227.0305944, Type : <class 'float'> + --- Before Modifying variable 23388589.23470423, Type : <class 'str'> + --- After Modifying variable 23388589.23470423, Type : <class 'float'> + --- Before Modifying variable 482346664.1520596, Type : <class 'str'> + --- After Modifying variable 482346664.1520596, Type : <class 'float'> X header, d_X_ 1 values : - [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-324833952.8750232, 338988099.5505692, -204206114.8465256, -434477194.58466315, -987408244.7979025, 259436063.4328626, -754104437.2464166, 152121805.7194438, 118123506.00994132, -298115442.7547031], [324833952.8750232, 338988099.5505692, 204206114.8465256, 434477194.58466315, 987408244.7979025, 259436063.4328626, 754104437.2464166, 152121805.7194438, 118123506.00994132, 298115442.7547031]] + [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-320950306.78554046, 332617510.9225541, 47581538.93728754, -318893376.56996655, -681588945.4197552, 153703954.81168452, -765208545.5397289, -313765227.0305944, -23388589.23470423, -482346664.1520596], [320950306.78554046, 332617510.9225541, 47581538.93728754, 318893376.56996655, 681588945.4197552, 153703954.81168452, 765208545.5397289, 313765227.0305944, 23388589.23470423, 482346664.1520596]] --- Actual line: ['Variable' 'meaning ' 'd_X_1 (Variation relative to Core 0 state)' 'asolute d_X_1'] - --- Actual line: ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232] - --- Actual line: ['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692] - --- Actual line: ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256] - --- Actual line: ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315] - --- Actual line: ['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025] - --- Actual line: ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626] - --- Actual line: ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166] - --- Actual line: ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438] - --- Actual line: ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132] - --- Actual line: ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031] + --- Actual line: ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046] + --- Actual line: ['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541] + --- Actual line: ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754] + --- Actual line: ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655] + --- Actual line: ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552] + --- Actual line: ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452] + --- Actual line: ['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289] + --- Actual line: ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944] + --- Actual line: ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423] + --- Actual line: ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692], ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626], ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438], ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132], ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256], ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031], ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232], ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315], ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166], ['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025]] + [['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541], ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452], ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754], ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423], ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944], ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655], ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046], ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596], ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552], ['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289]] margins and linearcoef summary_to_print ordered by margin : [array(['Variable', 'meaning ', 'd_X_1 (Variation relative to Core 0 state)', 'asolute d_X_1'], - dtype='<U42'), ['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692], ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626], ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438], ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132], ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256], ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031], ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232], ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315], ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166], ['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025]] + dtype='<U42'), ['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541], ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452], ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754], ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423], ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944], ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655], ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046], ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596], ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552], ['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289]] --- Actual line: ['Variable' 'meaning ' 'd_X_1 (Variation relative to Core 0 state)' 'asolute d_X_1'] - --- Actual line: ['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692] - --- Actual line: ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626] - --- Actual line: ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438] - --- Actual line: ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132] - --- Actual line: ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256] - --- Actual line: ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031] - --- Actual line: ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232] - --- Actual line: ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315] - --- Actual line: ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166] - --- Actual line: ['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025] + --- Actual line: ['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541] + --- Actual line: ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452] + --- Actual line: ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754] + --- Actual line: ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423] + --- Actual line: ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944] + --- Actual line: ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655] + --- Actual line: ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046] + --- Actual line: ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596] + --- Actual line: ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552] + --- Actual line: ['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025], ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166], ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315], ['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692], ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232], ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031], ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626], ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256], ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438], ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132]] + [['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289], ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552], ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596], ['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541], ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046], ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655], ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944], ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452], ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754], ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423]] margins and linearcoef summary_to_print ordered by margin : [array(['Variable', 'meaning ', 'd_X_1 (Variation relative to Core 0 state)', 'asolute d_X_1'], - dtype='<U42'), ['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025], ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166], ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315], ['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692], ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232], ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031], ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626], ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256], ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438], ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132]] + dtype='<U42'), ['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289], ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552], ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596], ['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541], ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046], ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655], ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944], ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452], ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754], ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423]] --- Actual line: ['Variable' 'meaning ' 'd_X_1 (Variation relative to Core 0 state)' 'asolute d_X_1'] - --- Actual line: ['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025] - --- Actual line: ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166] - --- Actual line: ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315] - --- Actual line: ['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692] - --- Actual line: ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232] - --- Actual line: ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031] - --- Actual line: ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626] - --- Actual line: ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256] - --- Actual line: ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438] - --- Actual line: ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132] + --- Actual line: ['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289] + --- Actual line: ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552] + --- Actual line: ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596] + --- Actual line: ['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541] + --- Actual line: ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046] + --- Actual line: ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655] + --- Actual line: ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944] + --- Actual line: ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452] + --- Actual line: ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754] + --- Actual line: ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423] Plotting d_X_1 over other variables --- In function plot_marginal_interactions : plotting d_X_1 with regard to X_0, X_1, X_2 -d_X_6 linear model parameters = [ 1.09527957e+08 -4.07070143e+08 -1.04860076e+09 -6.40321048e+08 - -7.95622200e+08 1.60641020e+08 -6.03433874e+08 -4.35615050e+08 - -4.68957940e+07 -6.89513219e+08] - --- FLOAT version of d_X_i_linear_coefficients_ [109527957.1764159, -407070142.8153082, -1048600762.5376455, -640321048.0138501, -795622200.0694599, 160641019.87897712, -603433874.0589324, -435615050.2214461, -46895793.97414103, -689513218.8433292] - --- Before Modifying variable 109527957.1764159, Type : <class 'str'> - --- After Modifying variable 109527957.1764159, Type : <class 'float'> - --- Before Modifying variable -407070142.8153082, Type : <class 'str'> - --- After Modifying variable -407070142.8153082, Type : <class 'float'> - --- Before Modifying variable -1048600762.5376455, Type : <class 'str'> - --- After Modifying variable -1048600762.5376455, Type : <class 'float'> - --- Before Modifying variable -640321048.0138501, Type : <class 'str'> - --- After Modifying variable -640321048.0138501, Type : <class 'float'> - --- Before Modifying variable -795622200.0694599, Type : <class 'str'> - --- After Modifying variable -795622200.0694599, Type : <class 'float'> - --- Before Modifying variable 160641019.87897712, Type : <class 'str'> - --- After Modifying variable 160641019.87897712, Type : <class 'float'> - --- Before Modifying variable -603433874.0589324, Type : <class 'str'> - --- After Modifying variable -603433874.0589324, Type : <class 'float'> - --- Before Modifying variable -435615050.2214461, Type : <class 'str'> - --- After Modifying variable -435615050.2214461, Type : <class 'float'> - --- Before Modifying variable -46895793.97414103, Type : <class 'str'> - --- After Modifying variable -46895793.97414103, Type : <class 'float'> - --- Before Modifying variable -689513218.8433292, Type : <class 'str'> - --- After Modifying variable -689513218.8433292, Type : <class 'float'> - --- Before Modifying variable 109527957.1764159, Type : <class 'str'> - --- After Modifying variable 109527957.1764159, Type : <class 'float'> - --- Before Modifying variable 407070142.8153082, Type : <class 'str'> - --- After Modifying variable 407070142.8153082, Type : <class 'float'> - --- Before Modifying variable 1048600762.5376455, Type : <class 'str'> - --- After Modifying variable 1048600762.5376455, Type : <class 'float'> - --- Before Modifying variable 640321048.0138501, Type : <class 'str'> - --- After Modifying variable 640321048.0138501, Type : <class 'float'> - --- Before Modifying variable 795622200.0694599, Type : <class 'str'> - --- After Modifying variable 795622200.0694599, Type : <class 'float'> - --- Before Modifying variable 160641019.87897712, Type : <class 'str'> - --- After Modifying variable 160641019.87897712, Type : <class 'float'> - --- Before Modifying variable 603433874.0589324, Type : <class 'str'> - --- After Modifying variable 603433874.0589324, Type : <class 'float'> - --- Before Modifying variable 435615050.2214461, Type : <class 'str'> - --- After Modifying variable 435615050.2214461, Type : <class 'float'> - --- Before Modifying variable 46895793.97414103, Type : <class 'str'> - --- After Modifying variable 46895793.97414103, Type : <class 'float'> - --- Before Modifying variable 689513218.8433292, Type : <class 'str'> - --- After Modifying variable 689513218.8433292, Type : <class 'float'> +d_X_6 linear model parameters = [-9.26263665e+06 -1.31562002e+09 -1.58401176e+09 -7.20576460e+08 + -7.50569078e+08 1.69146155e+08 -1.10771135e+09 -2.10680506e+08 + 1.50607672e+08 -3.88350721e+08] + --- FLOAT version of d_X_i_linear_coefficients_ [-9262636.654511191, -1315620016.0411792, -1584011760.4849024, -720576460.3278052, -750569078.4366342, 169146155.2086528, -1107711354.3118272, -210680506.2365206, 150607672.25849852, -388350721.2468535] + --- Before Modifying variable -9262636.654511191, Type : <class 'str'> + --- After Modifying variable -9262636.654511191, Type : <class 'float'> + --- Before Modifying variable -1315620016.0411792, Type : <class 'str'> + --- After Modifying variable -1315620016.0411792, Type : <class 'float'> + --- Before Modifying variable -1584011760.4849024, Type : <class 'str'> + --- After Modifying variable -1584011760.4849024, Type : <class 'float'> + --- Before Modifying variable -720576460.3278052, Type : <class 'str'> + --- After Modifying variable -720576460.3278052, Type : <class 'float'> + --- Before Modifying variable -750569078.4366342, Type : <class 'str'> + --- After Modifying variable -750569078.4366342, Type : <class 'float'> + --- Before Modifying variable 169146155.2086528, Type : <class 'str'> + --- After Modifying variable 169146155.2086528, Type : <class 'float'> + --- Before Modifying variable -1107711354.3118272, Type : <class 'str'> + --- After Modifying variable -1107711354.3118272, Type : <class 'float'> + --- Before Modifying variable -210680506.2365206, Type : <class 'str'> + --- After Modifying variable -210680506.2365206, Type : <class 'float'> + --- Before Modifying variable 150607672.25849852, Type : <class 'str'> + --- After Modifying variable 150607672.25849852, Type : <class 'float'> + --- Before Modifying variable -388350721.2468535, Type : <class 'str'> + --- After Modifying variable -388350721.2468535, Type : <class 'float'> + --- Before Modifying variable 9262636.654511191, Type : <class 'str'> + --- After Modifying variable 9262636.654511191, Type : <class 'float'> + --- Before Modifying variable 1315620016.0411792, Type : <class 'str'> + --- After Modifying variable 1315620016.0411792, Type : <class 'float'> + --- Before Modifying variable 1584011760.4849024, Type : <class 'str'> + --- After Modifying variable 1584011760.4849024, Type : <class 'float'> + --- Before Modifying variable 720576460.3278052, Type : <class 'str'> + --- After Modifying variable 720576460.3278052, Type : <class 'float'> + --- Before Modifying variable 750569078.4366342, Type : <class 'str'> + --- After Modifying variable 750569078.4366342, Type : <class 'float'> + --- Before Modifying variable 169146155.2086528, Type : <class 'str'> + --- After Modifying variable 169146155.2086528, Type : <class 'float'> + --- Before Modifying variable 1107711354.3118272, Type : <class 'str'> + --- After Modifying variable 1107711354.3118272, Type : <class 'float'> + --- Before Modifying variable 210680506.2365206, Type : <class 'str'> + --- After Modifying variable 210680506.2365206, Type : <class 'float'> + --- Before Modifying variable 150607672.25849852, Type : <class 'str'> + --- After Modifying variable 150607672.25849852, Type : <class 'float'> + --- Before Modifying variable 388350721.2468535, Type : <class 'str'> + --- After Modifying variable 388350721.2468535, Type : <class 'float'> X header, d_X_ 6 values : - [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [109527957.1764159, -407070142.8153082, -1048600762.5376455, -640321048.0138501, -795622200.0694599, 160641019.87897712, -603433874.0589324, -435615050.2214461, -46895793.97414103, -689513218.8433292], [109527957.1764159, 407070142.8153082, 1048600762.5376455, 640321048.0138501, 795622200.0694599, 160641019.87897712, 603433874.0589324, 435615050.2214461, 46895793.97414103, 689513218.8433292]] + [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-9262636.654511191, -1315620016.0411792, -1584011760.4849024, -720576460.3278052, -750569078.4366342, 169146155.2086528, -1107711354.3118272, -210680506.2365206, 150607672.25849852, -388350721.2468535], [9262636.654511191, 1315620016.0411792, 1584011760.4849024, 720576460.3278052, 750569078.4366342, 169146155.2086528, 1107711354.3118272, 210680506.2365206, 150607672.25849852, 388350721.2468535]] --- Actual line: ['Variable' 'meaning ' 'd_X_6 (Variation relative to Core 4 state)' 'asolute d_X_6'] - --- Actual line: ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159] - --- Actual line: ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082] - --- Actual line: ['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455] - --- Actual line: ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501] - --- Actual line: ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599] - --- Actual line: ['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712] - --- Actual line: ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324] - --- Actual line: ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461] - --- Actual line: ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103] - --- Actual line: ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292] + --- Actual line: ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191] + --- Actual line: ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792] + --- Actual line: ['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024] + --- Actual line: ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052] + --- Actual line: ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342] + --- Actual line: ['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528] + --- Actual line: ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272] + --- Actual line: ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206] + --- Actual line: ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852] + --- Actual line: ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712], ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159], ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103], ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082], ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461], ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324], ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501], ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292], ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599], ['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455]] + [['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528], ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852], ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191], ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206], ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535], ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052], ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342], ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272], ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792], ['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024]] margins and linearcoef summary_to_print ordered by margin : [array(['Variable', 'meaning ', 'd_X_6 (Variation relative to Core 4 state)', 'asolute d_X_6'], - dtype='<U42'), ['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712], ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159], ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103], ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082], ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461], ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324], ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501], ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292], ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599], ['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455]] + dtype='<U42'), ['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528], ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852], ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191], ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206], ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535], ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052], ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342], ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272], ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792], ['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024]] --- Actual line: ['Variable' 'meaning ' 'd_X_6 (Variation relative to Core 4 state)' 'asolute d_X_6'] - --- Actual line: ['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712] - --- Actual line: ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159] - --- Actual line: ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103] - --- Actual line: ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082] - --- Actual line: ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461] - --- Actual line: ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324] - --- Actual line: ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501] - --- Actual line: ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292] - --- Actual line: ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599] - --- Actual line: ['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455] + --- Actual line: ['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528] + --- Actual line: ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852] + --- Actual line: ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191] + --- Actual line: ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206] + --- Actual line: ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535] + --- Actual line: ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052] + --- Actual line: ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342] + --- Actual line: ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272] + --- Actual line: ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792] + --- Actual line: ['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455], ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599], ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292], ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501], ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324], ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461], ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082], ['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712], ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159], ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103]] + [['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024], ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792], ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272], ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342], ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052], ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535], ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206], ['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528], ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852], ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191]] margins and linearcoef summary_to_print ordered by margin : [array(['Variable', 'meaning ', 'd_X_6 (Variation relative to Core 4 state)', 'asolute d_X_6'], - dtype='<U42'), ['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455], ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599], ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292], ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501], ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324], ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461], ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082], ['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712], ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159], ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103]] + dtype='<U42'), ['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024], ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792], ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272], ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342], ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052], ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535], ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206], ['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528], ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852], ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191]] --- Actual line: ['Variable' 'meaning ' 'd_X_6 (Variation relative to Core 4 state)' 'asolute d_X_6'] - --- Actual line: ['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455] - --- Actual line: ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599] - --- Actual line: ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292] - --- Actual line: ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501] - --- Actual line: ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324] - --- Actual line: ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461] - --- Actual line: ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082] - --- Actual line: ['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712] - --- Actual line: ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159] - --- Actual line: ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103] + --- Actual line: ['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024] + --- Actual line: ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792] + --- Actual line: ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272] + --- Actual line: ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342] + --- Actual line: ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052] + --- Actual line: ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535] + --- Actual line: ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206] + --- Actual line: ['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528] + --- Actual line: ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852] + --- Actual line: ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191] Plotting d_X_6 over other variables --- In function plot_marginal_interactions : plotting d_X_6 with regard to X_0, X_1, X_2 -d_X_9 linear model parameters = [-1.73359540e+08 -3.67009545e+08 -9.34287521e+08 -9.34475970e+08 - -9.49810112e+08 -2.46568764e+08 -1.22916436e+09 -2.33318810e+07 - -1.87572855e+08 -3.83758658e+08] - --- FLOAT version of d_X_i_linear_coefficients_ [-173359540.07633942, -367009544.97462803, -934287520.8176594, -934475970.142702, -949810111.8092912, -246568763.93451113, -1229164359.9245093, -23331881.002968285, -187572854.60125294, -383758657.7090551] - --- Before Modifying variable -173359540.07633942, Type : <class 'str'> - --- After Modifying variable -173359540.07633942, Type : <class 'float'> - --- Before Modifying variable -367009544.97462803, Type : <class 'str'> - --- After Modifying variable -367009544.97462803, Type : <class 'float'> - --- Before Modifying variable -934287520.8176594, Type : <class 'str'> - --- After Modifying variable -934287520.8176594, Type : <class 'float'> - --- Before Modifying variable -934475970.142702, Type : <class 'str'> - --- After Modifying variable -934475970.142702, Type : <class 'float'> - --- Before Modifying variable -949810111.8092912, Type : <class 'str'> - --- After Modifying variable -949810111.8092912, Type : <class 'float'> - --- Before Modifying variable -246568763.93451113, Type : <class 'str'> - --- After Modifying variable -246568763.93451113, Type : <class 'float'> - --- Before Modifying variable -1229164359.9245093, Type : <class 'str'> - --- After Modifying variable -1229164359.9245093, Type : <class 'float'> - --- Before Modifying variable -23331881.002968285, Type : <class 'str'> - --- After Modifying variable -23331881.002968285, Type : <class 'float'> - --- Before Modifying variable -187572854.60125294, Type : <class 'str'> - --- After Modifying variable -187572854.60125294, Type : <class 'float'> - --- Before Modifying variable -383758657.7090551, Type : <class 'str'> - --- After Modifying variable -383758657.7090551, Type : <class 'float'> - --- Before Modifying variable 173359540.07633942, Type : <class 'str'> - --- After Modifying variable 173359540.07633942, Type : <class 'float'> - --- Before Modifying variable 367009544.97462803, Type : <class 'str'> - --- After Modifying variable 367009544.97462803, Type : <class 'float'> - --- Before Modifying variable 934287520.8176594, Type : <class 'str'> - --- After Modifying variable 934287520.8176594, Type : <class 'float'> - --- Before Modifying variable 934475970.142702, Type : <class 'str'> - --- After Modifying variable 934475970.142702, Type : <class 'float'> - --- Before Modifying variable 949810111.8092912, Type : <class 'str'> - --- After Modifying variable 949810111.8092912, Type : <class 'float'> - --- Before Modifying variable 246568763.93451113, Type : <class 'str'> - --- After Modifying variable 246568763.93451113, Type : <class 'float'> - --- Before Modifying variable 1229164359.9245093, Type : <class 'str'> - --- After Modifying variable 1229164359.9245093, Type : <class 'float'> - --- Before Modifying variable 23331881.002968285, Type : <class 'str'> - --- After Modifying variable 23331881.002968285, Type : <class 'float'> - --- Before Modifying variable 187572854.60125294, Type : <class 'str'> - --- After Modifying variable 187572854.60125294, Type : <class 'float'> - --- Before Modifying variable 383758657.7090551, Type : <class 'str'> - --- After Modifying variable 383758657.7090551, Type : <class 'float'> +d_X_9 linear model parameters = [-4.98058709e+08 -1.17696017e+09 -9.34754927e+08 -4.34687868e+08 + -4.93188568e+08 3.14254742e+07 -9.01956101e+08 1.19935565e+08 + -3.65577518e+08 -9.70335268e+07] + --- FLOAT version of d_X_i_linear_coefficients_ [-498058709.10110176, -1176960170.5019302, -934754927.4909016, -434687867.8552237, -493188567.5017922, 31425474.160553426, -901956100.8171453, 119935564.50149533, -365577517.55415606, -97033526.75592127] + --- Before Modifying variable -498058709.10110176, Type : <class 'str'> + --- After Modifying variable -498058709.10110176, Type : <class 'float'> + --- Before Modifying variable -1176960170.5019302, Type : <class 'str'> + --- After Modifying variable -1176960170.5019302, Type : <class 'float'> + --- Before Modifying variable -934754927.4909016, Type : <class 'str'> + --- After Modifying variable -934754927.4909016, Type : <class 'float'> + --- Before Modifying variable -434687867.8552237, Type : <class 'str'> + --- After Modifying variable -434687867.8552237, Type : <class 'float'> + --- Before Modifying variable -493188567.5017922, Type : <class 'str'> + --- After Modifying variable -493188567.5017922, Type : <class 'float'> + --- Before Modifying variable 31425474.160553426, Type : <class 'str'> + --- After Modifying variable 31425474.160553426, Type : <class 'float'> + --- Before Modifying variable -901956100.8171453, Type : <class 'str'> + --- After Modifying variable -901956100.8171453, Type : <class 'float'> + --- Before Modifying variable 119935564.50149533, Type : <class 'str'> + --- After Modifying variable 119935564.50149533, Type : <class 'float'> + --- Before Modifying variable -365577517.55415606, Type : <class 'str'> + --- After Modifying variable -365577517.55415606, Type : <class 'float'> + --- Before Modifying variable -97033526.75592127, Type : <class 'str'> + --- After Modifying variable -97033526.75592127, Type : <class 'float'> + --- Before Modifying variable 498058709.10110176, Type : <class 'str'> + --- After Modifying variable 498058709.10110176, Type : <class 'float'> + --- Before Modifying variable 1176960170.5019302, Type : <class 'str'> + --- After Modifying variable 1176960170.5019302, Type : <class 'float'> + --- Before Modifying variable 934754927.4909016, Type : <class 'str'> + --- After Modifying variable 934754927.4909016, Type : <class 'float'> + --- Before Modifying variable 434687867.8552237, Type : <class 'str'> + --- After Modifying variable 434687867.8552237, Type : <class 'float'> + --- Before Modifying variable 493188567.5017922, Type : <class 'str'> + --- After Modifying variable 493188567.5017922, Type : <class 'float'> + --- Before Modifying variable 31425474.160553426, Type : <class 'str'> + --- After Modifying variable 31425474.160553426, Type : <class 'float'> + --- Before Modifying variable 901956100.8171453, Type : <class 'str'> + --- After Modifying variable 901956100.8171453, Type : <class 'float'> + --- Before Modifying variable 119935564.50149533, Type : <class 'str'> + --- After Modifying variable 119935564.50149533, Type : <class 'float'> + --- Before Modifying variable 365577517.55415606, Type : <class 'str'> + --- After Modifying variable 365577517.55415606, Type : <class 'float'> + --- Before Modifying variable 97033526.75592127, Type : <class 'str'> + --- After Modifying variable 97033526.75592127, Type : <class 'float'> X header, d_X_ 9 values : - [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-173359540.07633942, -367009544.97462803, -934287520.8176594, -934475970.142702, -949810111.8092912, -246568763.93451113, -1229164359.9245093, -23331881.002968285, -187572854.60125294, -383758657.7090551], [173359540.07633942, 367009544.97462803, 934287520.8176594, 934475970.142702, 949810111.8092912, 246568763.93451113, 1229164359.9245093, 23331881.002968285, 187572854.60125294, 383758657.7090551]] + [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-498058709.10110176, -1176960170.5019302, -934754927.4909016, -434687867.8552237, -493188567.5017922, 31425474.160553426, -901956100.8171453, 119935564.50149533, -365577517.55415606, -97033526.75592127], [498058709.10110176, 1176960170.5019302, 934754927.4909016, 434687867.8552237, 493188567.5017922, 31425474.160553426, 901956100.8171453, 119935564.50149533, 365577517.55415606, 97033526.75592127]] --- Actual line: ['Variable' 'meaning ' 'd_X_9 (Variation relative to Core 7 state)' 'asolute d_X_9'] - --- Actual line: ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942] - --- Actual line: ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803] - --- Actual line: ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594] - --- Actual line: ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702] - --- Actual line: ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912] - --- Actual line: ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113] - --- Actual line: ['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093] - --- Actual line: ['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285] - --- Actual line: ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294] - --- Actual line: ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551] + --- Actual line: ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176] + --- Actual line: ['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302] + --- Actual line: ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016] + --- Actual line: ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237] + --- Actual line: ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922] + --- Actual line: ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426] + --- Actual line: ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453] + --- Actual line: ['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533] + --- Actual line: ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606] + --- Actual line: ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285], ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942], ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294], ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113], ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803], ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551], ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594], ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702], ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912], ['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093]] + [['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533], ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426], ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127], ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606], ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237], ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922], ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176], ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453], ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016], ['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302]] margins and linearcoef summary_to_print ordered by margin : [array(['Variable', 'meaning ', 'd_X_9 (Variation relative to Core 7 state)', 'asolute d_X_9'], - dtype='<U42'), ['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285], ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942], ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294], ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113], ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803], ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551], ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594], ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702], ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912], ['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093]] + dtype='<U42'), ['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533], ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426], ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127], ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606], ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237], ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922], ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176], ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453], ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016], ['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302]] --- Actual line: ['Variable' 'meaning ' 'd_X_9 (Variation relative to Core 7 state)' 'asolute d_X_9'] - --- Actual line: ['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285] - --- Actual line: ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942] - --- Actual line: ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294] - --- Actual line: ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113] - --- Actual line: ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803] - --- Actual line: ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551] - --- Actual line: ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594] - --- Actual line: ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702] - --- Actual line: ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912] - --- Actual line: ['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093] + --- Actual line: ['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533] + --- Actual line: ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426] + --- Actual line: ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127] + --- Actual line: ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606] + --- Actual line: ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237] + --- Actual line: ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922] + --- Actual line: ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176] + --- Actual line: ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453] + --- Actual line: ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016] + --- Actual line: ['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302] X header, margins and linear coef numbers after transpose, ordered by margin: - [['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093], ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912], ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702], ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594], ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551], ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803], ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113], ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294], ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942], ['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285]] + [['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302], ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016], ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453], ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176], ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922], ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237], ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606], ['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533], ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127], ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426]] margins and linearcoef summary_to_print ordered by margin : [array(['Variable', 'meaning ', 'd_X_9 (Variation relative to Core 7 state)', 'asolute d_X_9'], - dtype='<U42'), ['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093], ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912], ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702], ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594], ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551], ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803], ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113], ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294], ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942], ['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285]] + dtype='<U42'), ['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302], ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016], ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453], ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176], ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922], ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237], ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606], ['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533], ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127], ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426]] --- Actual line: ['Variable' 'meaning ' 'd_X_9 (Variation relative to Core 7 state)' 'asolute d_X_9'] - --- Actual line: ['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093] - --- Actual line: ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912] - --- Actual line: ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702] - --- Actual line: ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594] - --- Actual line: ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551] - --- Actual line: ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803] - --- Actual line: ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113] - --- Actual line: ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294] - --- Actual line: ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942] - --- Actual line: ['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285] + --- Actual line: ['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302] + --- Actual line: ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016] + --- Actual line: ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453] + --- Actual line: ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176] + --- Actual line: ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922] + --- Actual line: ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237] + --- Actual line: ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606] + --- Actual line: ['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533] + --- Actual line: ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127] + --- Actual line: ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426] Plotting d_X_9 over other variables --- In function plot_marginal_interactions : plotting d_X_9 with regard to X_0, X_1, X_2 ---- Total execution time: 28.485087394714355 seconds = 0.4747514565785726 mins +--- Total execution time: 19.704099893569946 seconds = 0.32840166489283246 mins diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_0.89_base_Y/.~lock.linear_coeff_vs_kernel_ridge_margins.csv# b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_0.89_base_Y/.~lock.linear_coeff_vs_kernel_ridge_margins.csv# new file mode 100755 index 0000000000000000000000000000000000000000..dff45c2372797c859bdb2963d0340a4790b9990e --- /dev/null +++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_0.89_base_Y/.~lock.linear_coeff_vs_kernel_ridge_margins.csv# @@ -0,0 +1 @@ +,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,12.09.2022 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--- /dev/null +++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_0_linear_coefficients.csv @@ -0,0 +1,39 @@ +Variable,meaning ,d_X_0 (Variation relative to frequency level of Little Socket),asolute d_X_0 +X_0,frequency level of Little Socket,820339557.6513243,820339557.6513243 +X_1,Core 0 state,-436603136.7916219,436603136.7916219 +X_2,Core 1 state,-482410491.5300842,482410491.5300842 +X_3,Core 2 state,-770131371.08033,770131371.08033 +X_4,Core 3 state,-1301639906.0933905,1301639906.0933905 +X_5,frequency level of Big Socket,-168726.91015878506,168726.91015878506 +X_6,Core 4 state,387199828.95405394,387199828.95405394 +X_7,Core 5 state,-19802094.438352123,19802094.438352123 +X_8,Core 6 state,211918146.37941247,211918146.37941247 +X_9,Core 7 state,959626.2509699315,959626.2509699315 + + + Ordered by value of coefficient, the first has the best positive interaction, with frequency level of Little Socket + Variable,meaning ,d_X_0 (Variation relative to frequency level of Little Socket),asolute d_X_0 +X_0,frequency level of Little Socket,820339557.6513243,820339557.6513243 +X_6,Core 4 state,387199828.95405394,387199828.95405394 +X_8,Core 6 state,211918146.37941247,211918146.37941247 +X_9,Core 7 state,959626.2509699315,959626.2509699315 +X_5,frequency level of Big Socket,-168726.91015878506,168726.91015878506 +X_7,Core 5 state,-19802094.438352123,19802094.438352123 +X_1,Core 0 state,-436603136.7916219,436603136.7916219 +X_2,Core 1 state,-482410491.5300842,482410491.5300842 +X_3,Core 2 state,-770131371.08033,770131371.08033 +X_4,Core 3 state,-1301639906.0933905,1301639906.0933905 + + + Ordered by absolute value of coefficients, the first has the best absolute interaction, with frequency level of Little Socket + Variable,meaning ,d_X_0 (Variation relative to frequency level of Little Socket),asolute d_X_0 +X_4,Core 3 state,-1301639906.0933905,1301639906.0933905 +X_0,frequency level of Little Socket,820339557.6513243,820339557.6513243 +X_3,Core 2 state,-770131371.08033,770131371.08033 +X_2,Core 1 state,-482410491.5300842,482410491.5300842 +X_1,Core 0 state,-436603136.7916219,436603136.7916219 +X_6,Core 4 state,387199828.95405394,387199828.95405394 +X_8,Core 6 state,211918146.37941247,211918146.37941247 +X_7,Core 5 state,-19802094.438352123,19802094.438352123 +X_9,Core 7 state,959626.2509699315,959626.2509699315 +X_5,frequency level of Big Socket,-168726.91015878506,168726.91015878506 diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_1_linear_coefficients.csv b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_1_linear_coefficients.csv new file mode 100755 index 0000000000000000000000000000000000000000..afb490ea20740495fe15f011ac1f871cebba86a7 --- /dev/null +++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_1_linear_coefficients.csv @@ -0,0 +1,39 @@ +Variable,meaning ,d_X_1 (Variation relative to Core 0 state),asolute d_X_1 +X_0,frequency level of Little Socket,-320950306.78554046,320950306.78554046 +X_1,Core 0 state,332617510.9225541,332617510.9225541 +X_2,Core 1 state,47581538.93728754,47581538.93728754 +X_3,Core 2 state,-318893376.56996655,318893376.56996655 +X_4,Core 3 state,-681588945.4197552,681588945.4197552 +X_5,frequency level of Big Socket,153703954.81168452,153703954.81168452 +X_6,Core 4 state,-765208545.5397289,765208545.5397289 +X_7,Core 5 state,-313765227.0305944,313765227.0305944 +X_8,Core 6 state,-23388589.23470423,23388589.23470423 +X_9,Core 7 state,-482346664.1520596,482346664.1520596 + + + Ordered by value of coefficient, the first has the best positive interaction, with Core 0 state + Variable,meaning ,d_X_1 (Variation relative to Core 0 state),asolute d_X_1 +X_1,Core 0 state,332617510.9225541,332617510.9225541 +X_5,frequency level of Big Socket,153703954.81168452,153703954.81168452 +X_2,Core 1 state,47581538.93728754,47581538.93728754 +X_8,Core 6 state,-23388589.23470423,23388589.23470423 +X_7,Core 5 state,-313765227.0305944,313765227.0305944 +X_3,Core 2 state,-318893376.56996655,318893376.56996655 +X_0,frequency level of Little Socket,-320950306.78554046,320950306.78554046 +X_9,Core 7 state,-482346664.1520596,482346664.1520596 +X_4,Core 3 state,-681588945.4197552,681588945.4197552 +X_6,Core 4 state,-765208545.5397289,765208545.5397289 + + + Ordered by absolute value of coefficients, the first has the best absolute interaction, with Core 0 state + Variable,meaning ,d_X_1 (Variation relative to Core 0 state),asolute d_X_1 +X_6,Core 4 state,-765208545.5397289,765208545.5397289 +X_4,Core 3 state,-681588945.4197552,681588945.4197552 +X_9,Core 7 state,-482346664.1520596,482346664.1520596 +X_1,Core 0 state,332617510.9225541,332617510.9225541 +X_0,frequency level of Little Socket,-320950306.78554046,320950306.78554046 +X_3,Core 2 state,-318893376.56996655,318893376.56996655 +X_7,Core 5 state,-313765227.0305944,313765227.0305944 +X_5,frequency level of Big Socket,153703954.81168452,153703954.81168452 +X_2,Core 1 state,47581538.93728754,47581538.93728754 +X_8,Core 6 state,-23388589.23470423,23388589.23470423 diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_5_linear_coefficients.csv b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_5_linear_coefficients.csv new file mode 100755 index 0000000000000000000000000000000000000000..dbd22dc06704f6f6d86044a5c4465c419f156529 --- /dev/null +++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_5_linear_coefficients.csv @@ -0,0 +1,39 @@ +Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5 +X_0,frequency level of Little Socket,76765384.64639042,76765384.64639042 +X_1,Core 0 state,351728847.1069102,351728847.1069102 +X_2,Core 1 state,295425709.1687234,295425709.1687234 +X_3,Core 2 state,78494895.25906077,78494895.25906077 +X_4,Core 3 state,55589453.984847695,55589453.984847695 +X_5,frequency level of Big Socket,-663071410.647823,663071410.647823 +X_6,Core 4 state,462471350.70708954,462471350.70708954 +X_7,Core 5 state,-20022935.613327645,20022935.613327645 +X_8,Core 6 state,-224539857.22782457,224539857.22782457 +X_9,Core 7 state,-183336104.08860493,183336104.08860493 + + + Ordered by value of coefficient, the first has the best positive interaction, with frequency level of Big Socket + Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5 +X_6,Core 4 state,462471350.70708954,462471350.70708954 +X_1,Core 0 state,351728847.1069102,351728847.1069102 +X_2,Core 1 state,295425709.1687234,295425709.1687234 +X_3,Core 2 state,78494895.25906077,78494895.25906077 +X_0,frequency level of Little Socket,76765384.64639042,76765384.64639042 +X_4,Core 3 state,55589453.984847695,55589453.984847695 +X_7,Core 5 state,-20022935.613327645,20022935.613327645 +X_9,Core 7 state,-183336104.08860493,183336104.08860493 +X_8,Core 6 state,-224539857.22782457,224539857.22782457 +X_5,frequency level of Big Socket,-663071410.647823,663071410.647823 + + + Ordered by absolute value of coefficients, the first has the best absolute interaction, with frequency level of Big Socket + Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5 +X_5,frequency level of Big Socket,-663071410.647823,663071410.647823 +X_6,Core 4 state,462471350.70708954,462471350.70708954 +X_1,Core 0 state,351728847.1069102,351728847.1069102 +X_2,Core 1 state,295425709.1687234,295425709.1687234 +X_8,Core 6 state,-224539857.22782457,224539857.22782457 +X_9,Core 7 state,-183336104.08860493,183336104.08860493 +X_3,Core 2 state,78494895.25906077,78494895.25906077 +X_0,frequency level of Little Socket,76765384.64639042,76765384.64639042 +X_4,Core 3 state,55589453.984847695,55589453.984847695 +X_7,Core 5 state,-20022935.613327645,20022935.613327645 diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_6_linear_coefficients.csv b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_6_linear_coefficients.csv new file mode 100755 index 0000000000000000000000000000000000000000..5a3bf6391799abae40debd892a53db5c6b14244b --- /dev/null +++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_6_linear_coefficients.csv @@ -0,0 +1,39 @@ +Variable,meaning ,d_X_6 (Variation relative to Core 4 state),asolute d_X_6 +X_0,frequency level of Little Socket,-9262636.654511191,9262636.654511191 +X_1,Core 0 state,-1315620016.0411792,1315620016.0411792 +X_2,Core 1 state,-1584011760.4849024,1584011760.4849024 +X_3,Core 2 state,-720576460.3278052,720576460.3278052 +X_4,Core 3 state,-750569078.4366342,750569078.4366342 +X_5,frequency level of Big Socket,169146155.2086528,169146155.2086528 +X_6,Core 4 state,-1107711354.3118272,1107711354.3118272 +X_7,Core 5 state,-210680506.2365206,210680506.2365206 +X_8,Core 6 state,150607672.25849852,150607672.25849852 +X_9,Core 7 state,-388350721.2468535,388350721.2468535 + + + Ordered by value of coefficient, the first has the best positive interaction, with Core 4 state + Variable,meaning ,d_X_6 (Variation relative to Core 4 state),asolute d_X_6 +X_5,frequency level of Big Socket,169146155.2086528,169146155.2086528 +X_8,Core 6 state,150607672.25849852,150607672.25849852 +X_0,frequency level of Little Socket,-9262636.654511191,9262636.654511191 +X_7,Core 5 state,-210680506.2365206,210680506.2365206 +X_9,Core 7 state,-388350721.2468535,388350721.2468535 +X_3,Core 2 state,-720576460.3278052,720576460.3278052 +X_4,Core 3 state,-750569078.4366342,750569078.4366342 +X_6,Core 4 state,-1107711354.3118272,1107711354.3118272 +X_1,Core 0 state,-1315620016.0411792,1315620016.0411792 +X_2,Core 1 state,-1584011760.4849024,1584011760.4849024 + + + Ordered by absolute value of coefficients, the first has the best absolute interaction, with Core 4 state + Variable,meaning ,d_X_6 (Variation relative to Core 4 state),asolute d_X_6 +X_2,Core 1 state,-1584011760.4849024,1584011760.4849024 +X_1,Core 0 state,-1315620016.0411792,1315620016.0411792 +X_6,Core 4 state,-1107711354.3118272,1107711354.3118272 +X_4,Core 3 state,-750569078.4366342,750569078.4366342 +X_3,Core 2 state,-720576460.3278052,720576460.3278052 +X_9,Core 7 state,-388350721.2468535,388350721.2468535 +X_7,Core 5 state,-210680506.2365206,210680506.2365206 +X_5,frequency level of Big Socket,169146155.2086528,169146155.2086528 +X_8,Core 6 state,150607672.25849852,150607672.25849852 +X_0,frequency level of Little Socket,-9262636.654511191,9262636.654511191 diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_9_linear_coefficients.csv b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_9_linear_coefficients.csv new file mode 100755 index 0000000000000000000000000000000000000000..ac5989ab492443d148ac7f61ebf5e0fe0175040d --- /dev/null +++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_9_linear_coefficients.csv @@ -0,0 +1,39 @@ +Variable,meaning ,d_X_9 (Variation relative to Core 7 state),asolute d_X_9 +X_0,frequency level of Little Socket,-498058709.10110176,498058709.10110176 +X_1,Core 0 state,-1176960170.5019302,1176960170.5019302 +X_2,Core 1 state,-934754927.4909016,934754927.4909016 +X_3,Core 2 state,-434687867.8552237,434687867.8552237 +X_4,Core 3 state,-493188567.5017922,493188567.5017922 +X_5,frequency level of Big Socket,31425474.160553426,31425474.160553426 +X_6,Core 4 state,-901956100.8171453,901956100.8171453 +X_7,Core 5 state,119935564.50149533,119935564.50149533 +X_8,Core 6 state,-365577517.55415606,365577517.55415606 +X_9,Core 7 state,-97033526.75592127,97033526.75592127 + + + Ordered by value of coefficient, the first has the best positive interaction, with Core 7 state + Variable,meaning ,d_X_9 (Variation relative to Core 7 state),asolute d_X_9 +X_7,Core 5 state,119935564.50149533,119935564.50149533 +X_5,frequency level of Big Socket,31425474.160553426,31425474.160553426 +X_9,Core 7 state,-97033526.75592127,97033526.75592127 +X_8,Core 6 state,-365577517.55415606,365577517.55415606 +X_3,Core 2 state,-434687867.8552237,434687867.8552237 +X_4,Core 3 state,-493188567.5017922,493188567.5017922 +X_0,frequency level of Little Socket,-498058709.10110176,498058709.10110176 +X_6,Core 4 state,-901956100.8171453,901956100.8171453 +X_2,Core 1 state,-934754927.4909016,934754927.4909016 +X_1,Core 0 state,-1176960170.5019302,1176960170.5019302 + + + Ordered by absolute value of coefficients, the first has the best absolute interaction, with Core 7 state + Variable,meaning ,d_X_9 (Variation relative to Core 7 state),asolute d_X_9 +X_1,Core 0 state,-1176960170.5019302,1176960170.5019302 +X_2,Core 1 state,-934754927.4909016,934754927.4909016 +X_6,Core 4 state,-901956100.8171453,901956100.8171453 +X_0,frequency level of Little Socket,-498058709.10110176,498058709.10110176 +X_4,Core 3 state,-493188567.5017922,493188567.5017922 +X_3,Core 2 state,-434687867.8552237,434687867.8552237 +X_8,Core 6 state,-365577517.55415606,365577517.55415606 +X_7,Core 5 state,119935564.50149533,119935564.50149533 +X_9,Core 7 state,-97033526.75592127,97033526.75592127 +X_5,frequency level of Big Socket,31425474.160553426,31425474.160553426 diff --git 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a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/linear_coeff_vs_kernel_ridge_margins.csv b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/linear_coeff_vs_kernel_ridge_margins.csv new file mode 100755 index 0000000000000000000000000000000000000000..fd7d2d1982298072c5e5607bdb2d9d7ef44f6148 --- /dev/null +++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/linear_coeff_vs_kernel_ridge_margins.csv @@ -0,0 +1,53 @@ +X_variable,meaning ,kernel ridge margins,linear regression coefficients,difference +X_0,frequency level of Little Socket,-412556801.55709714,389632888.4982499,802189690.055347 +X_1,Core 0 state,-1264188906.7534356,1004682558.4998031,2268871465.2532387 +X_2,Core 1 state,-1536345475.9378936,1203532991.5503676,2739878467.488261 +X_3,Core 2 state,-1584467613.0221124,1043712635.855875,2628180248.8779874 +X_4,Core 3 state,-3578325885.0620103,2416448287.019146,5994774172.081156 +X_5,frequency level of Big Socket,149970046.12991115,177102052.09242576,27132005.96251461 +X_6,Core 4 state,-3260607619.6506376,2568588945.394195,5829196565.044832 +X_7,Core 5 state,-3037945754.9799795,2084146858.1082678,5122092613.088247 +X_8,Core 6 state,-2510123228.7586713,1863545249.804789,4373668478.56346 +X_9,Core 7 state,-2944634415.4973207,2270468542.285238,5215102957.782558 + + + Ordered by kernel ridge coefficients, highest is better + X_variable,meaning ,kernel ridge margins,linear regression coefficients,difference +X_5,frequency level of Big Socket,149970046.12991115,177102052.09242576,27132005.96251461 +X_0,frequency level of Little Socket,-412556801.55709714,389632888.4982499,802189690.055347 +X_1,Core 0 state,-1264188906.7534356,1004682558.4998031,2268871465.2532387 +X_2,Core 1 state,-1536345475.9378936,1203532991.5503676,2739878467.488261 +X_3,Core 2 state,-1584467613.0221124,1043712635.855875,2628180248.8779874 +X_8,Core 6 state,-2510123228.7586713,1863545249.804789,4373668478.56346 +X_9,Core 7 state,-2944634415.4973207,2270468542.285238,5215102957.782558 +X_7,Core 5 state,-3037945754.9799795,2084146858.1082678,5122092613.088247 +X_6,Core 4 state,-3260607619.6506376,2568588945.394195,5829196565.044832 +X_4,Core 3 state,-3578325885.0620103,2416448287.019146,5994774172.081156 + + + Ordered by linear regression coefficients, highest is better +X_variable,meaning ,kernel ridge margins,linear regression coefficients,difference +X_6,Core 4 state,-3260607619.6506376,2568588945.394195,5829196565.044832 +X_4,Core 3 state,-3578325885.0620103,2416448287.019146,5994774172.081156 +X_9,Core 7 state,-2944634415.4973207,2270468542.285238,5215102957.782558 +X_7,Core 5 state,-3037945754.9799795,2084146858.1082678,5122092613.088247 +X_8,Core 6 state,-2510123228.7586713,1863545249.804789,4373668478.56346 +X_2,Core 1 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b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_aberrant_points.csv index 1b43256135d5391c6fbbf926d9b2c5de3a0b31f0..0452b9a83a17d5b2c38c92ce55fb7d1295c86fc8 100755 --- a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_aberrant_points.csv +++ b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_aberrant_points.csv @@ -4,6 +4,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y 1.0,1.0,1.0,1.0,1.0,1.0,0.0,1.0,1.0,0.0,11285968381.230984 2.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,994906080.8659663 1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,3998672440.749671 +0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,6501654671.113798 0.0,0.0,0.0,1.0,0.0,2.0,1.0,1.0,0.0,0.0,6532788063.289651 0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,1.0,1.0,8964027358.211496 2.0,1.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,8321129010.784183 @@ -59,6 +60,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y 0.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,5724131219.984087 0.0,1.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,9166575000.916658 1.0,0.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,6540008502.011052 +1.0,1.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,7245431755.278297 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,3321398441.599851 0.0,0.0,1.0,0.0,1.0,1.0,0.0,1.0,0.0,0.0,5549420363.04308 2.0,1.0,1.0,1.0,0.0,1.0,1.0,1.0,1.0,0.0,9229945635.620207 @@ -99,7 +101,6 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y 1.0,1.0,1.0,1.0,0.0,1.0,1.0,1.0,1.0,0.0,9479212087.891254 1.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,0.0,5449442794.474265 1.0,1.0,0.0,1.0,0.0,2.0,1.0,0.0,1.0,0.0,7529950377.627011 -2.0,0.0,1.0,1.0,1.0,2.0,0.0,0.0,1.0,0.0,8477809334.068076 1.0,1.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,0.0,10578920865.440357 1.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,6670179627.937381 0.0,1.0,1.0,1.0,0.0,2.0,1.0,1.0,1.0,0.0,9413093613.215984 @@ -123,6 +124,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y 1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,3751444306.0578322 1.0,1.0,0.0,1.0,1.0,2.0,0.0,1.0,1.0,0.0,10619025470.794495 1.0,0.0,0.0,1.0,1.0,0.0,1.0,1.0,1.0,1.0,11384996168.94879 +1.0,1.0,1.0,1.0,0.0,2.0,0.0,1.0,0.0,0.0,6002689204.763734 2.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,8262619084.997563 0.0,0.0,0.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,9243340173.405062 0.0,1.0,1.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,5236287472.182222 @@ -136,3 +138,33 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y 2.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,7192278369.94203 0.0,0.0,1.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,4197888462.103562 1.0,1.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,5023055826.242454 +1.0,0.0,1.0,1.0,1.0,0.0,1.0,0.0,0.0,0.0,9969791531.659073 +1.0,1.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,5065035050.042546 +2.0,0.0,1.0,1.0,0.0,2.0,0.0,1.0,0.0,0.0,5127442585.46165 +2.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1047552602.8539523 +2.0,1.0,0.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,7504014647.836593 +2.0,1.0,1.0,0.0,1.0,0.0,0.0,1.0,1.0,1.0,10225586667.47108 +2.0,1.0,0.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,8528930131.004368 +0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,4407169583.478402 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a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_aberrant_points.csv b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_aberrant_points.csv index 3a987d6eb03da49a0ea79f57ff194e0247aba584..1d27e3f9f72c551ab61435301a806c6206e05364 100755 --- a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_aberrant_points.csv +++ b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_aberrant_points.csv @@ -165,3 +165,39 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y 1.0,1.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,6207016411.351391 1.0,1.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,5023055826.242454 2.0,1.0,1.0,1.0,1.0,0.0,1.0,1.0,1.0,1.0,11523551835.240866 +1.0,0.0,1.0,1.0,1.0,0.0,1.0,0.0,0.0,0.0,9969791531.659073 +1.0,1.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,5065035050.042546 +2.0,0.0,1.0,1.0,0.0,2.0,0.0,1.0,0.0,0.0,5127442585.46165 +2.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1047552602.8539523 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b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_duplicate.csv index 1b43256135d5391c6fbbf926d9b2c5de3a0b31f0..0452b9a83a17d5b2c38c92ce55fb7d1295c86fc8 100755 --- a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_duplicate.csv +++ b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_duplicate.csv @@ -4,6 +4,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y 1.0,1.0,1.0,1.0,1.0,1.0,0.0,1.0,1.0,0.0,11285968381.230984 2.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,994906080.8659663 1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,3998672440.749671 +0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,6501654671.113798 0.0,0.0,0.0,1.0,0.0,2.0,1.0,1.0,0.0,0.0,6532788063.289651 0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,1.0,1.0,8964027358.211496 2.0,1.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,8321129010.784183 @@ -59,6 +60,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y 0.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,5724131219.984087 0.0,1.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,9166575000.916658 1.0,0.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,6540008502.011052 +1.0,1.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,7245431755.278297 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,3321398441.599851 0.0,0.0,1.0,0.0,1.0,1.0,0.0,1.0,0.0,0.0,5549420363.04308 2.0,1.0,1.0,1.0,0.0,1.0,1.0,1.0,1.0,0.0,9229945635.620207 @@ -99,7 +101,6 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y 1.0,1.0,1.0,1.0,0.0,1.0,1.0,1.0,1.0,0.0,9479212087.891254 1.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,0.0,5449442794.474265 1.0,1.0,0.0,1.0,0.0,2.0,1.0,0.0,1.0,0.0,7529950377.627011 -2.0,0.0,1.0,1.0,1.0,2.0,0.0,0.0,1.0,0.0,8477809334.068076 1.0,1.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,0.0,10578920865.440357 1.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,6670179627.937381 0.0,1.0,1.0,1.0,0.0,2.0,1.0,1.0,1.0,0.0,9413093613.215984 @@ -123,6 +124,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y 1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,3751444306.0578322 1.0,1.0,0.0,1.0,1.0,2.0,0.0,1.0,1.0,0.0,10619025470.794495 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