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Commit a48b22ff authored by Patrick Lavoisier Wapet's avatar Patrick Lavoisier Wapet
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extracting global and local lesson learned from experiments on samsung

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,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,07.09.2022 20:10,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4;
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,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,07.09.2022 20:10,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4;
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...@@ -230,3 +230,6 @@ samsung_galaxy_s8,samsung_galaxy_s8_format,False,False,1000,0.049940597311979425 ...@@ -230,3 +230,6 @@ 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,0.9292726781781174,10,10,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,0.9292726781781174,10,10,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,0.9292726781781174,10,10,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,0.9292726781781174,10,10,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,0.9292726781781174,10,10,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,0.9292726781781174,10,10,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,0.9292726781781174,10,10,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,0.8599994728431342,10,10,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,0.9292726781781174,10,10,base_Y,
...@@ -142,7 +142,6 @@ Les résultats sont deshormais consignés dans les tableaux [4] et [5] ...@@ -142,7 +142,6 @@ Les résultats sont deshormais consignés dans les tableaux [4] et [5]
3 - L'interaction entre l'état du core 0 et les fréquences des autres sockets et négligeable. 3 - L'interaction entre l'état du core 0 et les fréquences des autres sockets et négligeable.
--- Les résultats de l'analyse des graphes sont contenus dans les tableaux [4] et [5] --- Les résultats de l'analyse des graphes sont contenus dans les tableaux [4] et [5]
[1] Coeffecients de d_X_8 par rapport aux autres variables https://gitlab.liris.cnrs.fr/plwapet/scripts_and_relevant_files/-/blob/main/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_0.89_base_Y/d_X_8_linear_coefficients.csv [1] Coeffecients de d_X_8 par rapport aux autres variables https://gitlab.liris.cnrs.fr/plwapet/scripts_and_relevant_files/-/blob/main/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_0.89_base_Y/d_X_8_linear_coefficients.csv
...@@ -153,6 +152,48 @@ Les résultats sont deshormais consignés dans les tableaux [4] et [5] ...@@ -153,6 +152,48 @@ Les résultats sont deshormais consignés dans les tableaux [4] et [5]
[4] Tableau récapitulant de manière ordonnées, les observations locales faites jusqu'ici, https://gitlab.liris.cnrs.fr/plwapet/scripts_and_relevant_files/-/blob/main/kernel_ridge_linear_model/local_lesson_learned_as_table.ods [4] Tableau récapitulant de manière ordonnées, les observations locales faites jusqu'ici, https://gitlab.liris.cnrs.fr/plwapet/scripts_and_relevant_files/-/blob/main/kernel_ridge_linear_model/local_lesson_learned_as_table.ods
[5] Tableau récapitulant de manière ordonnées, les observations globales faites jusqu'ici, https://gitlab.liris.cnrs.fr/plwapet/scripts_and_relevant_files/-/blob/main/kernel_ridge_linear_model/global_lesson_learned_as_table.ods [5] Tableau récapitulant de manière ordonnées, les observations globales faites jusqu'ici, https://gitlab.liris.cnrs.fr/plwapet/scripts_and_relevant_files/-/blob/main/kernel_ridge_linear_model/global_lesson_learned_as_table.ods
PARTIE C: RESULTATS OBTENUS AVEC LE SAMSUNG, LE MODELE AYANT UN R2 SCORE DE 0.92
LES SOUS PARTIES CONCOURENT UNE ANALYSE SYSTEMATIQUE ENTRE LES BIG CORES ET LES LITTLES CORES
PARTIE 1: CONCLUSIONS GENERALES
---- D'après les coefficients de kernel ridge model, voici les variable qui aident à augmenter l'efficacité énergétique
1- Le niveau de fréquence du Big core
2- Le niveau de fréquence du Little core
3 -L'état des cores (sans ordre apparrent)
4 - Les niveau de fréquence des Big cores et little core ont une dépendance les plus linéaires avec l'efficacité.
PARTIE 2: VARIABLE CIBLE : niveau de fréquence du Big Core (X_5)
--- D'après l'estimation de d_X_5 en fonction des autres variables
1 - Le niveau de fréquence du Big core interagit le plus avec l'état du premier Big Core
2 - Le niveau de fréquence du Big core interagit aussi positivement avec celle du Litte socket et du core 0
2 - L'interaction est moins grande avec elle même ou avec le niveau de fréquence des autres cores secondaires
(****qui ne sont pas les premiers des sockets****).
......
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...@@ -117,6 +117,7 @@ elif search_ridge_coeff == False and X_format_in_model == "base_Y" and phone_nam ...@@ -117,6 +117,7 @@ elif search_ridge_coeff == False and X_format_in_model == "base_Y" and phone_nam
elif search_ridge_coeff == False and X_format_in_model == "base_Y" and phone_name == "samsung_galaxy_s8": elif search_ridge_coeff == False and X_format_in_model == "base_Y" and phone_name == "samsung_galaxy_s8":
print(" --- New tests on samsung galaxy s8") print(" --- New tests on samsung galaxy s8")
automatization_summaries_folder = "/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92"
alpha = 0.049940597311979425 alpha = 0.049940597311979425
energy_gap = 10 energy_gap = 10
number_of_neighbour = 10 number_of_neighbour = 10
...@@ -402,6 +403,19 @@ if compute_marginal_effect: ...@@ -402,6 +403,19 @@ if compute_marginal_effect:
utils.plot_ten_marginal_interactions(X_train, pointwise_margins, 5, 0, 1, 2, 3,4,5,6,7, 8, 9, X_meaning_dictionnary, marginal_effect_exploration_folder) utils.plot_ten_marginal_interactions(X_train, pointwise_margins, 5, 0, 1, 2, 3,4,5,6,7, 8, 9, X_meaning_dictionnary, marginal_effect_exploration_folder)
d_X_0_coefficients_file = marginal_effect_exploration_folder + "/d_X_0_linear_coefficients.csv"
d_X_0_ols = sm.OLS(pointwise_margins[:,0], X_train ) # warning in the sm OLS function argument format, y is the first parameter.
d_X_0_reg = d_X_0_ols.fit()
d_X_0_linear_coefficients = d_X_0_reg.params
print("X_0_d linear model parameters = ", d_X_0_linear_coefficients)
utils.capture_d_X_i_linear_coefficient_on_others_X_variables(d_X_i_indice = 0,
d_X_i_linear_coefficients = d_X_0_linear_coefficients,
file_path = d_X_0_coefficients_file,
X_meaning_dictionnary_ = X_meaning_dictionnary)
print("Plotting d_X_0 over other variables")
utils.plot_ten_marginal_interactions(X_train, pointwise_margins, 0, 0, 1, 2, 3,4,5,6,7, 8, 9, X_meaning_dictionnary, marginal_effect_exploration_folder)
""" """
## Regression of d_X_7 over all other variable including ## Regression of d_X_7 over all other variable including
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--- New tests on samsung galaxy s8 --- New tests on samsung galaxy s8
--- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92
--- Maximum input size = -1 --- 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 --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_first_results_samsung_interrupted.csv
--- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_key_experiements_first_part.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_key_experiements_first_part.csv
--- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_key_experiement_second_part.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_key_experiement_second_part.csv
--- 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/can_be_reused/summary_files_only_samsung_0.92/summary___06Sep22_09_42_02.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', '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'] *** 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', '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']
--- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92
--- Maximum input size = -1 --- 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 --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_first_results_samsung_interrupted.csv
--- Converting [0.0, 3.0, 0.0, 3.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation --- Converting [0.0, 3.0, 0.0, 3.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation
--- Processing little cores --- Processing little cores
--- Processing big cores --- Processing big cores
...@@ -77,7 +77,7 @@ ...@@ -77,7 +77,7 @@
--- Processing little cores --- Processing little cores
--- Processing big cores --- Processing big cores
--- Result _ samsung = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] --- Result _ samsung = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
--- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_key_experiements_first_part.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_key_experiements_first_part.csv
--- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation
--- Processing little cores --- Processing little cores
--- Processing big cores --- Processing big cores
...@@ -154,7 +154,7 @@ ...@@ -154,7 +154,7 @@
--- Processing little cores --- Processing little cores
--- Processing big cores --- Processing big cores
--- Result _ samsung = [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] --- Result _ samsung = [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]
--- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_key_experiement_second_part.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_key_experiement_second_part.csv
--- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation
--- Processing little cores --- Processing little cores
--- Processing big cores --- Processing big cores
...@@ -199,7 +199,7 @@ ...@@ -199,7 +199,7 @@
--- Processing little cores --- Processing little cores
--- Processing big cores --- Processing big cores
--- Result _ samsung = [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0] --- Result _ samsung = [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]
--- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/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/can_be_reused/summary_files_only_samsung_0.92/summary___06Sep22_09_42_02.csv
--- Converting [2.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation --- Converting [2.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation
--- Processing little cores --- Processing little cores
--- Processing big cores --- Processing big cores
...@@ -323,26 +323,26 @@ ...@@ -323,26 +323,26 @@
*** 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], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]] *** 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], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
---> Creating X dictionnary, from userfriendly values to x values ---> 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], '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]} *** 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], '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]}
--- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92
--- Maximum input size = -1 --- 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 --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_first_results_samsung_interrupted.csv
--- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_key_experiements_first_part.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_key_experiements_first_part.csv
--- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_key_experiement_second_part.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_key_experiement_second_part.csv
--- 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/can_be_reused/summary_files_only_samsung_0.92/summary___06Sep22_09_42_02.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, 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] *** 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, 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]
--- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92
--- Maximum input size = -1 --- 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 --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_first_results_samsung_interrupted.csv
--- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_key_experiements_first_part.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_key_experiements_first_part.csv
--- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_key_experiement_second_part.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_key_experiement_second_part.csv
--- 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/can_be_reused/summary_files_only_samsung_0.92/summary___06Sep22_09_42_02.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, 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] *** 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, 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]
--- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92
--- Maximum input size = -1 --- 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 --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_first_results_samsung_interrupted.csv
--- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_key_experiements_first_part.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_key_experiements_first_part.csv
--- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_key_experiement_second_part.csv --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/summary_files_only_samsung_0.92/summary_key_experiement_second_part.csv
--- 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/can_be_reused/summary_files_only_samsung_0.92/summary___06Sep22_09_42_02.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, 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] *** 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, 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]
--- Size of X before removing aberrants points from the dataset: 77 --- Size of X before removing aberrants points from the dataset: 77
--- 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: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'X_9' 'y']
...@@ -27912,4 +27912,103 @@ margins and linearcoef summary_to_print ordered by margin : ...@@ -27912,4 +27912,103 @@ margins and linearcoef summary_to_print ordered by margin :
--- Actual line: ['X_2', 'Core 1 state', -62188270.581818655, 62188270.581818655] --- Actual line: ['X_2', 'Core 1 state', -62188270.581818655, 62188270.581818655]
Plotting d_X_5 over other variables 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 --- In function plot_marginal_interactions : plotting d_X_5 with regard to X_0, X_1, X_2
--- Total execution time: 4.044463634490967 seconds = 0.06740772724151611 mins X_0_d linear model parameters = [-5.39302175e+08 -5.12214491e+07 -3.10763703e+08 -3.46221780e+07
-7.21627005e+07 5.30215895e+07 4.88018581e+08 -2.88563101e+08
9.41299422e+08 -9.31746041e+07]
--- FLOAT version of d_X_i_linear_coefficients_ [-539302174.7054247, -51221449.11583203, -310763702.63372487, -34622177.95662898, -72162700.46218744, 53021589.47491963, 488018581.06708485, -288563101.16585875, 941299421.6181791, -93174604.14715071]
--- Before Modifying variable -539302174.7054247, Type : <class 'str'>
--- After Modifying variable -539302174.7054247, Type : <class 'float'>
--- Before Modifying variable -51221449.11583203, Type : <class 'str'>
--- After Modifying variable -51221449.11583203, Type : <class 'float'>
--- Before Modifying variable -310763702.63372487, Type : <class 'str'>
--- After Modifying variable -310763702.63372487, Type : <class 'float'>
--- Before Modifying variable -34622177.95662898, Type : <class 'str'>
--- After Modifying variable -34622177.95662898, Type : <class 'float'>
--- Before Modifying variable -72162700.46218744, Type : <class 'str'>
--- After Modifying variable -72162700.46218744, Type : <class 'float'>
--- Before Modifying variable 53021589.47491963, Type : <class 'str'>
--- After Modifying variable 53021589.47491963, Type : <class 'float'>
--- Before Modifying variable 488018581.06708485, Type : <class 'str'>
--- After Modifying variable 488018581.06708485, Type : <class 'float'>
--- Before Modifying variable -288563101.16585875, Type : <class 'str'>
--- After Modifying variable -288563101.16585875, Type : <class 'float'>
--- Before Modifying variable 941299421.6181791, Type : <class 'str'>
--- After Modifying variable 941299421.6181791, Type : <class 'float'>
--- Before Modifying variable -93174604.14715071, Type : <class 'str'>
--- After Modifying variable -93174604.14715071, Type : <class 'float'>
--- Before Modifying variable 539302174.7054247, Type : <class 'str'>
--- After Modifying variable 539302174.7054247, Type : <class 'float'>
--- Before Modifying variable 51221449.11583203, Type : <class 'str'>
--- After Modifying variable 51221449.11583203, Type : <class 'float'>
--- Before Modifying variable 310763702.63372487, Type : <class 'str'>
--- After Modifying variable 310763702.63372487, Type : <class 'float'>
--- Before Modifying variable 34622177.95662898, Type : <class 'str'>
--- After Modifying variable 34622177.95662898, Type : <class 'float'>
--- Before Modifying variable 72162700.46218744, Type : <class 'str'>
--- After Modifying variable 72162700.46218744, Type : <class 'float'>
--- Before Modifying variable 53021589.47491963, Type : <class 'str'>
--- After Modifying variable 53021589.47491963, Type : <class 'float'>
--- Before Modifying variable 488018581.06708485, Type : <class 'str'>
--- After Modifying variable 488018581.06708485, Type : <class 'float'>
--- Before Modifying variable 288563101.16585875, Type : <class 'str'>
--- After Modifying variable 288563101.16585875, Type : <class 'float'>
--- Before Modifying variable 941299421.6181791, Type : <class 'str'>
--- After Modifying variable 941299421.6181791, Type : <class 'float'>
--- Before Modifying variable 93174604.14715071, Type : <class 'str'>
--- After Modifying variable 93174604.14715071, 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'], [-539302174.7054247, -51221449.11583203, -310763702.63372487, -34622177.95662898, -72162700.46218744, 53021589.47491963, 488018581.06708485, -288563101.16585875, 941299421.6181791, -93174604.14715071], [539302174.7054247, 51221449.11583203, 310763702.63372487, 34622177.95662898, 72162700.46218744, 53021589.47491963, 488018581.06708485, 288563101.16585875, 941299421.6181791, 93174604.14715071]]
--- 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', -539302174.7054247, 539302174.7054247]
--- Actual line: ['X_1', 'Core 0 state', -51221449.11583203, 51221449.11583203]
--- Actual line: ['X_2', 'Core 1 state', -310763702.63372487, 310763702.63372487]
--- Actual line: ['X_3', 'Core 2 state', -34622177.95662898, 34622177.95662898]
--- Actual line: ['X_4', 'Core 3 state', -72162700.46218744, 72162700.46218744]
--- Actual line: ['X_5', 'frequency level of Big Socket', 53021589.47491963, 53021589.47491963]
--- Actual line: ['X_6', 'Core 4 state', 488018581.06708485, 488018581.06708485]
--- Actual line: ['X_7', 'Core 5 state', -288563101.16585875, 288563101.16585875]
--- Actual line: ['X_8', 'Core 6 state', 941299421.6181791, 941299421.6181791]
--- Actual line: ['X_9', 'Core 7 state', -93174604.14715071, 93174604.14715071]
X header, margins and linear coef numbers after transpose, ordered by margin:
[['X_8', 'Core 6 state', 941299421.6181791, 941299421.6181791], ['X_6', 'Core 4 state', 488018581.06708485, 488018581.06708485], ['X_5', 'frequency level of Big Socket', 53021589.47491963, 53021589.47491963], ['X_3', 'Core 2 state', -34622177.95662898, 34622177.95662898], ['X_1', 'Core 0 state', -51221449.11583203, 51221449.11583203], ['X_4', 'Core 3 state', -72162700.46218744, 72162700.46218744], ['X_9', 'Core 7 state', -93174604.14715071, 93174604.14715071], ['X_7', 'Core 5 state', -288563101.16585875, 288563101.16585875], ['X_2', 'Core 1 state', -310763702.63372487, 310763702.63372487], ['X_0', 'frequency level of Little Socket', -539302174.7054247, 539302174.7054247]]
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', 941299421.6181791, 941299421.6181791], ['X_6', 'Core 4 state', 488018581.06708485, 488018581.06708485], ['X_5', 'frequency level of Big Socket', 53021589.47491963, 53021589.47491963], ['X_3', 'Core 2 state', -34622177.95662898, 34622177.95662898], ['X_1', 'Core 0 state', -51221449.11583203, 51221449.11583203], ['X_4', 'Core 3 state', -72162700.46218744, 72162700.46218744], ['X_9', 'Core 7 state', -93174604.14715071, 93174604.14715071], ['X_7', 'Core 5 state', -288563101.16585875, 288563101.16585875], ['X_2', 'Core 1 state', -310763702.63372487, 310763702.63372487], ['X_0', 'frequency level of Little Socket', -539302174.7054247, 539302174.7054247]]
--- 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', 941299421.6181791, 941299421.6181791]
--- Actual line: ['X_6', 'Core 4 state', 488018581.06708485, 488018581.06708485]
--- Actual line: ['X_5', 'frequency level of Big Socket', 53021589.47491963, 53021589.47491963]
--- Actual line: ['X_3', 'Core 2 state', -34622177.95662898, 34622177.95662898]
--- Actual line: ['X_1', 'Core 0 state', -51221449.11583203, 51221449.11583203]
--- Actual line: ['X_4', 'Core 3 state', -72162700.46218744, 72162700.46218744]
--- Actual line: ['X_9', 'Core 7 state', -93174604.14715071, 93174604.14715071]
--- Actual line: ['X_7', 'Core 5 state', -288563101.16585875, 288563101.16585875]
--- Actual line: ['X_2', 'Core 1 state', -310763702.63372487, 310763702.63372487]
--- Actual line: ['X_0', 'frequency level of Little Socket', -539302174.7054247, 539302174.7054247]
X header, margins and linear coef numbers after transpose, ordered by margin:
[['X_8', 'Core 6 state', 941299421.6181791, 941299421.6181791], ['X_0', 'frequency level of Little Socket', -539302174.7054247, 539302174.7054247], ['X_6', 'Core 4 state', 488018581.06708485, 488018581.06708485], ['X_2', 'Core 1 state', -310763702.63372487, 310763702.63372487], ['X_7', 'Core 5 state', -288563101.16585875, 288563101.16585875], ['X_9', 'Core 7 state', -93174604.14715071, 93174604.14715071], ['X_4', 'Core 3 state', -72162700.46218744, 72162700.46218744], ['X_5', 'frequency level of Big Socket', 53021589.47491963, 53021589.47491963], ['X_1', 'Core 0 state', -51221449.11583203, 51221449.11583203], ['X_3', 'Core 2 state', -34622177.95662898, 34622177.95662898]]
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', 941299421.6181791, 941299421.6181791], ['X_0', 'frequency level of Little Socket', -539302174.7054247, 539302174.7054247], ['X_6', 'Core 4 state', 488018581.06708485, 488018581.06708485], ['X_2', 'Core 1 state', -310763702.63372487, 310763702.63372487], ['X_7', 'Core 5 state', -288563101.16585875, 288563101.16585875], ['X_9', 'Core 7 state', -93174604.14715071, 93174604.14715071], ['X_4', 'Core 3 state', -72162700.46218744, 72162700.46218744], ['X_5', 'frequency level of Big Socket', 53021589.47491963, 53021589.47491963], ['X_1', 'Core 0 state', -51221449.11583203, 51221449.11583203], ['X_3', 'Core 2 state', -34622177.95662898, 34622177.95662898]]
--- 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', 941299421.6181791, 941299421.6181791]
--- Actual line: ['X_0', 'frequency level of Little Socket', -539302174.7054247, 539302174.7054247]
--- Actual line: ['X_6', 'Core 4 state', 488018581.06708485, 488018581.06708485]
--- Actual line: ['X_2', 'Core 1 state', -310763702.63372487, 310763702.63372487]
--- Actual line: ['X_7', 'Core 5 state', -288563101.16585875, 288563101.16585875]
--- Actual line: ['X_9', 'Core 7 state', -93174604.14715071, 93174604.14715071]
--- Actual line: ['X_4', 'Core 3 state', -72162700.46218744, 72162700.46218744]
--- Actual line: ['X_5', 'frequency level of Big Socket', 53021589.47491963, 53021589.47491963]
--- Actual line: ['X_1', 'Core 0 state', -51221449.11583203, 51221449.11583203]
--- Actual line: ['X_3', 'Core 2 state', -34622177.95662898, 34622177.95662898]
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
--- Total execution time: 11.74469780921936 seconds = 0.19574496348698933 mins
Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5
X_0,frequency level of Little Socket,220233735.30721536,220233735.30721536
X_1,Core 0 state,394814097.0016166,394814097.0016166
X_2,Core 1 state,331275113.4953043,331275113.4953043
X_3,Core 2 state,171373633.01235878,171373633.01235878
X_4,Core 3 state,-9298088.488183673,9298088.488183673
X_5,frequency level of Big Socket,-760913102.4399335,760913102.4399335
X_6,Core 4 state,452233558.6880488,452233558.6880488
X_7,Core 5 state,-250015012.25161368,250015012.25161368
X_8,Core 6 state,-109850555.29466677,109850555.29466677
X_9,Core 7 state,-110556859.19428957,110556859.19428957
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,452233558.6880488,452233558.6880488
X_1,Core 0 state,394814097.0016166,394814097.0016166
X_2,Core 1 state,331275113.4953043,331275113.4953043
X_0,frequency level of Little Socket,220233735.30721536,220233735.30721536
X_3,Core 2 state,171373633.01235878,171373633.01235878
X_4,Core 3 state,-9298088.488183673,9298088.488183673
X_8,Core 6 state,-109850555.29466677,109850555.29466677
X_9,Core 7 state,-110556859.19428957,110556859.19428957
X_7,Core 5 state,-250015012.25161368,250015012.25161368
X_5,frequency level of Big Socket,-760913102.4399335,760913102.4399335
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,-760913102.4399335,760913102.4399335
X_6,Core 4 state,452233558.6880488,452233558.6880488
X_1,Core 0 state,394814097.0016166,394814097.0016166
X_2,Core 1 state,331275113.4953043,331275113.4953043
X_7,Core 5 state,-250015012.25161368,250015012.25161368
X_0,frequency level of Little Socket,220233735.30721536,220233735.30721536
X_3,Core 2 state,171373633.01235878,171373633.01235878
X_9,Core 7 state,-110556859.19428957,110556859.19428957
X_8,Core 6 state,-109850555.29466677,109850555.29466677
X_4,Core 3 state,-9298088.488183673,9298088.488183673
X_variable,meaning ,kernel ridge margins,linear regression coefficients,difference
X_0,frequency level of Little Socket,-464079570.45148593,463475167.59674156,927554738.0482275
X_1,Core 0 state,-1463427459.8175542,913195271.2072272,2376622731.024781
X_2,Core 1 state,-1262295675.048803,1112034762.5120502,2374330437.560853
X_3,Core 2 state,-1644412844.9485848,1137399538.378798,2781812383.327383
X_4,Core 3 state,-3088395573.2049294,2308149659.4488873,5396545232.653816
X_5,frequency level of Big Socket,236312365.468121,39041058.975076854,197271306.49304414
X_6,Core 4 state,-2873393885.4892583,2692948767.503813,5566342652.993071
X_7,Core 5 state,-2722473666.954267,2005830353.2589607,4728304020.213228
X_8,Core 6 state,-2114667329.4125197,1800340181.3984437,3915007510.8109636
X_9,Core 7 state,-2879418196.9134474,2488012051.6555505,5367430248.568998
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,236312365.468121,39041058.975076854,197271306.49304414
X_0,frequency level of Little Socket,-464079570.45148593,463475167.59674156,927554738.0482275
X_2,Core 1 state,-1262295675.048803,1112034762.5120502,2374330437.560853
X_1,Core 0 state,-1463427459.8175542,913195271.2072272,2376622731.024781
X_3,Core 2 state,-1644412844.9485848,1137399538.378798,2781812383.327383
X_8,Core 6 state,-2114667329.4125197,1800340181.3984437,3915007510.8109636
X_7,Core 5 state,-2722473666.954267,2005830353.2589607,4728304020.213228
X_6,Core 4 state,-2873393885.4892583,2692948767.503813,5566342652.993071
X_9,Core 7 state,-2879418196.9134474,2488012051.6555505,5367430248.568998
X_4,Core 3 state,-3088395573.2049294,2308149659.4488873,5396545232.653816
Ordered by linear regression coefficients, highest is better
X_variable,meaning ,kernel ridge margins,linear regression coefficients,difference
X_6,Core 4 state,-2873393885.4892583,2692948767.503813,5566342652.993071
X_9,Core 7 state,-2879418196.9134474,2488012051.6555505,5367430248.568998
X_4,Core 3 state,-3088395573.2049294,2308149659.4488873,5396545232.653816
X_7,Core 5 state,-2722473666.954267,2005830353.2589607,4728304020.213228
X_8,Core 6 state,-2114667329.4125197,1800340181.3984437,3915007510.8109636
X_3,Core 2 state,-1644412844.9485848,1137399538.378798,2781812383.327383
X_2,Core 1 state,-1262295675.048803,1112034762.5120502,2374330437.560853
X_1,Core 0 state,-1463427459.8175542,913195271.2072272,2376622731.024781
X_0,frequency level of Little Socket,-464079570.45148593,463475167.59674156,927554738.0482275
X_5,frequency level of Big Socket,236312365.468121,39041058.975076854,197271306.49304414
Ordered by absolute difference, between kernel ridge, and linear coefficients, the first has the maximum non linearity variation
X_variable,meaning ,kernel ridge margins,linear regression coefficients,difference
X_6,Core 4 state,-2873393885.4892583,2692948767.503813,5566342652.993071
X_4,Core 3 state,-3088395573.2049294,2308149659.4488873,5396545232.653816
X_9,Core 7 state,-2879418196.9134474,2488012051.6555505,5367430248.568998
X_7,Core 5 state,-2722473666.954267,2005830353.2589607,4728304020.213228
X_8,Core 6 state,-2114667329.4125197,1800340181.3984437,3915007510.8109636
X_3,Core 2 state,-1644412844.9485848,1137399538.378798,2781812383.327383
X_1,Core 0 state,-1463427459.8175542,913195271.2072272,2376622731.024781
X_2,Core 1 state,-1262295675.048803,1112034762.5120502,2374330437.560853
X_0,frequency level of Little Socket,-464079570.45148593,463475167.59674156,927554738.0482275
X_5,frequency level of Big Socket,236312365.468121,39041058.975076854,197271306.49304414
,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,07.09.2022 20:10,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4;
\ No newline at end of file
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