diff --git a/experiment_automatization/can_be_reused/free_freq_generator_log_file.txt b/experiment_automatization/can_be_reused/free_freq_generator_log_file.txt
index 14896d4170f5bbda95b8cb665116a204aa0dfcdb..9a677331315ea0b6ba2cc276c551b21a8e3eaa10 100755
--- a/experiment_automatization/can_be_reused/free_freq_generator_log_file.txt
+++ b/experiment_automatization/can_be_reused/free_freq_generator_log_file.txt
@@ -21897,6 +21897,568 @@ resulted X configuration :  [0, 0, 0, 0, 2, 0, 0, 0]
 
 arrays of value as string :  ['2', '0', '2', '0', '0', '2', '3', '0']
 resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
+ --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___23Sep22_13_18_55.csv
+--- Reading the line : 200202-3-0,[2- 0- 0- 2- 0- 2- 3- 0- 0- 0- 0- 0- 0],[1363200- 0- 0- 1363200- 0- 1363200- 2208000- 0- 0- 0- 0- 0- 0],[2- 0- 0- 2- 0- 2- 3- 0],[1363200- 0- 0- 1363200- 0- 1363200- 2208000- 0],18.175420465258995,549.4352676866957,2.28594e+11,7.95096e-11,0,0
+
+arrays of value as string :  ['2', '0', '0', '2', '0', '2', '3', '0']
+resulted X configuration :  [2, 0, 0, 2, 0, 2, 3, 0]
+--- Reading the line : 404000-2-4,[4- 0- 4- 0- 0- 0- 2- 0- 0- 4- 0- 0- 0],[1804801- 0- 1804801- 0- 0- 0- 1478400- 0- 0- 2400001- 0- 0- 0],[4- 0- 4- 0- 0- 0- 2- 4],[1804801- 0- 1804801- 0- 0- 0- 1478400- 2400001],13.59681692877305,420.54245693720213,9.29728e+10,1.46245e-10,0,0
+
+arrays of value as string :  ['4', '0', '4', '0', '0', '0', '2', '4']
+resulted X configuration :  [4, 0, 4, 0, 0, 0, 2, 4]
+--- Reading the line : 011100-4-2,[0- 1- 1- 1- 0- 0- 4- 0- 0- 2- 0- 0- 0],[0- 576000- 576000- 576000- 0- 0- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 1- 1- 1- 0- 0- 4- 2],[0- 576000- 576000- 576000- 0- 0- 2208001- 1766400],11.905408412069283,364.2024786454988,9.2274e+10,1.29022e-10,0,0
+
+arrays of value as string :  ['0', '1', '1', '1', '0', '0', '4', '2']
+resulted X configuration :  [0, 1, 1, 1, 0, 0, 4, 2]
+--- Reading the line : 001101-4-4,[0- 0- 1- 1- 0- 1- 4- 0- 0- 4- 0- 0- 0],[0- 0- 576000- 576000- 0- 576000- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 1- 1- 0- 1- 4- 4],[0- 0- 576000- 576000- 0- 576000- 2208001- 2400001],12.84253693001523,395.42708708087923,9.17966e+10,1.39902e-10,0,0
+
+arrays of value as string :  ['0', '0', '1', '1', '0', '1', '4', '4']
+resulted X configuration :  [0, 0, 1, 1, 0, 1, 4, 4]
+--- Reading the line : 330003-4-0,[3- 3- 0- 0- 0- 3- 4- 0- 0- 0- 0- 0- 0],[1804800- 1804800- 0- 0- 0- 1804800- 2208001- 0- 0- 0- 0- 0- 0],[3- 3- 0- 0- 0- 3- 4- 0],[1804800- 1804800- 0- 0- 0- 1804800- 2208001- 0],23.512423700857244,708.2048471936977,3.06594e+11,7.66891e-11,0,0
+
+arrays of value as string :  ['3', '3', '0', '0', '0', '3', '4', '0']
+resulted X configuration :  [3, 3, 0, 0, 0, 3, 4, 0]
+--- Reading the line : 003303-4-2,[0- 0- 3- 3- 0- 3- 4- 0- 0- 2- 0- 0- 0],[0- 0- 1804800- 1804800- 0- 1804800- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 0- 3- 3- 0- 3- 4- 2],[0- 0- 1804800- 1804800- 0- 1804800- 2208001- 1766400],23.3723520102568,713.9434174950775,3.07098e+11,7.61071e-11,0,0
+
+arrays of value as string :  ['0', '0', '3', '3', '0', '3', '4', '2']
+resulted X configuration :  [0, 0, 3, 3, 0, 3, 4, 2]
+--- Reading the line : 004444-4-2,[0- 0- 4- 4- 4- 4- 4- 0- 0- 2- 0- 0- 0],[0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 0- 4- 4- 4- 4- 4- 2],[0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 1766400],24.245498718425523,734.7144382864251,3.05661e+11,7.93215e-11,0,0
+
+arrays of value as string :  ['0', '0', '4', '4', '4', '4', '4', '2']
+resulted X configuration :  [0, 0, 4, 4, 4, 4, 4, 2]
+--- Reading the line : 111101-4-4,[1- 1- 1- 1- 0- 1- 4- 0- 0- 4- 0- 0- 0],[576000- 576000- 576000- 576000- 0- 576000- 2208001- 0- 0- 2400001- 0- 0- 0],[1- 1- 1- 1- 0- 1- 4- 4],[576000- 576000- 576000- 576000- 0- 576000- 2208001- 2400001],12.13243262292193,376.52992089915733,9.20725e+10,1.3177e-10,0,0
+
+arrays of value as string :  ['1', '1', '1', '1', '0', '1', '4', '4']
+resulted X configuration :  [1, 1, 1, 1, 0, 1, 4, 4]
+--- Reading the line : 333030-3-4,[3- 3- 3- 0- 3- 0- 3- 0- 0- 4- 0- 0- 0],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208000- 0- 0- 2400001- 0- 0- 0],[3- 3- 3- 0- 3- 0- 3- 4],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208000- 2400001],12.484162649381691,388.34977128921616,9.19907e+10,1.35711e-10,0,0
+
+arrays of value as string :  ['3', '3', '3', '0', '3', '0', '3', '4']
+resulted X configuration :  [3, 3, 3, 0, 3, 0, 3, 4]
+--- Reading the line : 222200-1-4,[2- 2- 2- 2- 0- 0- 1- 0- 0- 4- 0- 0- 0],[1363200- 1363200- 1363200- 1363200- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0],[2- 2- 2- 2- 0- 0- 1- 4],[1363200- 1363200- 1363200- 1363200- 0- 0- 652800- 2400001],12.074492267816856,365.2443742083875,9.19305e+10,1.31344e-10,0,0
+
+arrays of value as string :  ['2', '2', '2', '2', '0', '0', '1', '4']
+resulted X configuration :  [2, 2, 2, 2, 0, 0, 1, 4]
+--- Reading the line : 202220-3-0,[2- 0- 2- 2- 2- 0- 3- 0- 0- 0- 0- 0- 0],[1363200- 0- 1363200- 1363200- 1363200- 0- 2208000- 0- 0- 0- 0- 0- 0],[2- 0- 2- 2- 2- 0- 3- 0],[1363200- 0- 1363200- 1363200- 1363200- 0- 2208000- 0],12.189235634040074,376.37660020166174,9.19671e+10,1.32539e-10,0,0
+
+arrays of value as string :  ['2', '0', '2', '2', '2', '0', '3', '0']
+resulted X configuration :  [2, 0, 2, 2, 2, 0, 3, 0]
+--- Reading the line : 044040-1-1,[0- 4- 4- 0- 4- 0- 1- 0- 0- 1- 0- 0- 0],[0- 1804801- 1804801- 0- 1804801- 0- 652800- 0- 0- 806400- 0- 0- 0],[0- 4- 4- 0- 4- 0- 1- 1],[0- 1804801- 1804801- 0- 1804801- 0- 652800- 806400],12.148960135233832,370.20745560081696,9.19925e+10,1.32065e-10,0,0
+
+arrays of value as string :  ['0', '4', '4', '0', '4', '0', '1', '1']
+resulted X configuration :  [0, 4, 4, 0, 4, 0, 1, 1]
+--- Reading the line : 303330-3-0,[3- 0- 3- 3- 3- 0- 3- 0- 0- 0- 0- 0- 0],[1804800- 0- 1804800- 1804800- 1804800- 0- 2208000- 0- 0- 0- 0- 0- 0],[3- 0- 3- 3- 3- 0- 3- 0],[1804800- 0- 1804800- 1804800- 1804800- 0- 2208000- 0],12.116767168909341,373.0828789576011,9.19745e+10,1.31741e-10,0,0
+
+arrays of value as string :  ['3', '0', '3', '3', '3', '0', '3', '0']
+resulted X configuration :  [3, 0, 3, 3, 3, 0, 3, 0]
+--- Reading the line : 040404-4-1,[0- 4- 0- 4- 0- 4- 4- 0- 0- 1- 0- 0- 0],[0- 1804801- 0- 1804801- 0- 1804801- 2208001- 0- 0- 806400- 0- 0- 0],[0- 4- 0- 4- 0- 4- 4- 1],[0- 1804801- 0- 1804801- 0- 1804801- 2208001- 806400],23.706995372983478,714.6408035849929,3.06448e+11,7.73606e-11,0,0
+
+arrays of value as string :  ['0', '4', '0', '4', '0', '4', '4', '1']
+resulted X configuration :  [0, 4, 0, 4, 0, 4, 4, 1]
+--- Reading the line : 440000-1-4,[4- 4- 0- 0- 0- 0- 1- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 0- 0- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0],[4- 4- 0- 0- 0- 0- 1- 4],[1804801- 1804801- 0- 0- 0- 0- 652800- 2400001],12.355900117399088,380.213357836156,9.25717e+10,1.33474e-10,0,0
+
+arrays of value as string :  ['4', '4', '0', '0', '0', '0', '1', '4']
+resulted X configuration :  [4, 4, 0, 0, 0, 0, 1, 4]
+--- Reading the line : 040440-0-0,[0- 4- 0- 4- 4- 0- 0- 0- 0- 0- 0- 0- 0],[0- 1804801- 0- 1804801- 1804801- 0- 0- 0- 0- 0- 0- 0- 0],[0- 4- 0- 4- 4- 0- 0- 0],[0- 1804801- 0- 1804801- 1804801- 0- 0- 0],12.413636282969374,377.1409902728655,9.24805e+10,1.3423e-10,0,0
+
+arrays of value as string :  ['0', '4', '0', '4', '4', '0', '0', '0']
+resulted X configuration :  [0, 4, 0, 4, 4, 0, 0, 0]
+--- Reading the line : 004444-4-3,[0- 0- 4- 4- 4- 4- 4- 0- 0- 3- 0- 0- 0],[0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 0- 0- 2400000- 0- 0- 0],[0- 0- 4- 4- 4- 4- 4- 3],[0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 2400000],23.872133272783355,725.9344581733227,3.05282e+11,7.8197e-11,0,0
+
+arrays of value as string :  ['0', '0', '4', '4', '4', '4', '4', '3']
+resulted X configuration :  [0, 0, 4, 4, 4, 4, 4, 3]
+--- Reading the line : 222202-4-0,[2- 2- 2- 2- 0- 2- 4- 0- 0- 0- 0- 0- 0],[1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0- 0- 0- 0- 0- 0],[2- 2- 2- 2- 0- 2- 4- 0],[1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0],16.35901402443281,498.525799912895,2.28474e+11,7.16012e-11,0,0
+
+arrays of value as string :  ['2', '2', '2', '2', '0', '2', '4', '0']
+resulted X configuration :  [2, 2, 2, 2, 0, 2, 4, 0]
+--- Reading the line : 333030-4-4,[3- 3- 3- 0- 3- 0- 4- 0- 0- 4- 0- 0- 0],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[3- 3- 3- 0- 3- 0- 4- 4],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 2400001],12.31039944836786,374.70803314133724,9.18286e+10,1.34058e-10,0,0
+
+arrays of value as string :  ['3', '3', '3', '0', '3', '0', '4', '4']
+resulted X configuration :  [3, 3, 3, 0, 3, 0, 4, 4]
+--- Reading the line : 000440-3-4,[0- 0- 0- 4- 4- 0- 3- 0- 0- 4- 0- 0- 0],[0- 0- 0- 1804801- 1804801- 0- 2208000- 0- 0- 2400001- 0- 0- 0],[0- 0- 0- 4- 4- 0- 3- 4],[0- 0- 0- 1804801- 1804801- 0- 2208000- 2400001],13.947066953646596,418.51365641155377,9.2121e+10,1.51399e-10,0,0
+
+arrays of value as string :  ['0', '0', '0', '4', '4', '0', '3', '4']
+resulted X configuration :  [0, 0, 0, 4, 4, 0, 3, 4]
+--- Reading the line : 000440-4-3,[0- 0- 0- 4- 4- 0- 4- 0- 0- 3- 0- 0- 0],[0- 0- 0- 1804801- 1804801- 0- 2208001- 0- 0- 2400000- 0- 0- 0],[0- 0- 0- 4- 4- 0- 4- 3],[0- 0- 0- 1804801- 1804801- 0- 2208001- 2400000],11.70725178666587,357.8757693688863,9.15947e+10,1.27816e-10,0,0
+
+arrays of value as string :  ['0', '0', '0', '4', '4', '0', '4', '3']
+resulted X configuration :  [0, 0, 0, 4, 4, 0, 4, 3]
+--- Reading the line : 101101-1-0,[1- 0- 1- 1- 0- 1- 1- 0- 0- 0- 0- 0- 0],[576000- 0- 576000- 576000- 0- 576000- 652800- 0- 0- 0- 0- 0- 0],[1- 0- 1- 1- 0- 1- 1- 0],[576000- 0- 576000- 576000- 0- 576000- 652800- 0],11.781857365688166,360.82943648580823,9.16654e+10,1.28531e-10,0,0
+
+arrays of value as string :  ['1', '0', '1', '1', '0', '1', '1', '0']
+resulted X configuration :  [1, 0, 1, 1, 0, 1, 1, 0]
+--- Reading the line : 020002-4-2,[0- 2- 0- 0- 0- 2- 4- 0- 0- 2- 0- 0- 0],[0- 1363200- 0- 0- 0- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 2- 0- 0- 0- 2- 4- 2],[0- 1363200- 0- 0- 0- 1363200- 2208001- 1766400],16.613780632793155,508.22701169878627,2.28044e+11,7.28534e-11,0,0
+
+arrays of value as string :  ['0', '2', '0', '0', '0', '2', '4', '2']
+resulted X configuration :  [0, 2, 0, 0, 0, 2, 4, 2]
+--- Reading the line : 022202-4-2,[0- 2- 2- 2- 0- 2- 4- 0- 0- 2- 0- 0- 0],[0- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 2- 2- 2- 0- 2- 4- 2],[0- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 1766400],16.84203559028942,506.536570841468,2.28474e+11,7.37153e-11,0,0
+
+arrays of value as string :  ['0', '2', '2', '2', '0', '2', '4', '2']
+resulted X configuration :  [0, 2, 2, 2, 0, 2, 4, 2]
+--- Reading the line : 001110-4-2,[0- 0- 1- 1- 1- 0- 4- 0- 0- 2- 0- 0- 0],[0- 0- 576000- 576000- 576000- 0- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 0- 1- 1- 1- 0- 4- 2],[0- 0- 576000- 576000- 576000- 0- 2208001- 1766400],12.17348051112028,372.36800972622285,9.16997e+10,1.32754e-10,0,0
+
+arrays of value as string :  ['0', '0', '1', '1', '1', '0', '4', '2']
+resulted X configuration :  [0, 0, 1, 1, 1, 0, 4, 2]
+--- Reading the line : 110101-1-0,[1- 1- 0- 1- 0- 1- 1- 0- 0- 0- 0- 0- 0],[576000- 576000- 0- 576000- 0- 576000- 652800- 0- 0- 0- 0- 0- 0],[1- 1- 0- 1- 0- 1- 1- 0],[576000- 576000- 0- 576000- 0- 576000- 652800- 0],11.691763768272722,356.9087398298291,9.16696e+10,1.27542e-10,0,0
+
+arrays of value as string :  ['1', '1', '0', '1', '0', '1', '1', '0']
+resulted X configuration :  [1, 1, 0, 1, 0, 1, 1, 0]
+--- Reading the line : 111011-2-0,[1- 1- 1- 0- 1- 1- 2- 0- 0- 0- 0- 0- 0],[576000- 576000- 576000- 0- 576000- 576000- 1478400- 0- 0- 0- 0- 0- 0],[1- 1- 1- 0- 1- 1- 2- 0],[576000- 576000- 576000- 0- 576000- 576000- 1478400- 0],11.82944774895796,362.80924787358566,9.14927e+10,1.29294e-10,0,0
+
+arrays of value as string :  ['1', '1', '1', '0', '1', '1', '2', '0']
+resulted X configuration :  [1, 1, 1, 0, 1, 1, 2, 0]
+--- Reading the line : 330330-3-0,[3- 3- 0- 3- 3- 0- 3- 0- 0- 0- 0- 0- 0],[1804800- 1804800- 0- 1804800- 1804800- 0- 2208000- 0- 0- 0- 0- 0- 0],[3- 3- 0- 3- 3- 0- 3- 0],[1804800- 1804800- 0- 1804800- 1804800- 0- 2208000- 0],13.50089537542142,399.38169630332493,9.28431e+10,1.45416e-10,0,0
+
+arrays of value as string :  ['3', '3', '0', '3', '3', '0', '3', '0']
+resulted X configuration :  [3, 3, 0, 3, 3, 0, 3, 0]
+--- Reading the line : 000011-1-4,[0- 0- 0- 0- 1- 1- 1- 0- 0- 4- 0- 0- 0],[0- 0- 0- 0- 576000- 576000- 652800- 0- 0- 2400001- 0- 0- 0],[0- 0- 0- 0- 1- 1- 1- 4],[0- 0- 0- 0- 576000- 576000- 652800- 2400001],12.572765842814148,377.850860920076,9.23666e+10,1.36118e-10,0,0
+
+arrays of value as string :  ['0', '0', '0', '0', '1', '1', '1', '4']
+resulted X configuration :  [0, 0, 0, 0, 1, 1, 1, 4]
+--- Reading the line : 200020-1-0,[2- 0- 0- 0- 2- 0- 1- 0- 0- 0- 0- 0- 0],[1363200- 0- 0- 0- 1363200- 0- 652800- 0- 0- 0- 0- 0- 0],[2- 0- 0- 0- 2- 0- 1- 0],[1363200- 0- 0- 0- 1363200- 0- 652800- 0],12.619561822475616,392.27118479555327,9.24149e+10,1.36553e-10,0,0
+
+arrays of value as string :  ['2', '0', '0', '0', '2', '0', '1', '0']
+resulted X configuration :  [2, 0, 0, 0, 2, 0, 1, 0]
+--- Reading the line : 333030-4-3,[3- 3- 3- 0- 3- 0- 4- 0- 0- 3- 0- 0- 0],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 0- 0- 2400000- 0- 0- 0],[3- 3- 3- 0- 3- 0- 4- 3],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 2400000],12.14194038839842,361.5596851240386,9.15571e+10,1.32616e-10,0,0
+
+arrays of value as string :  ['3', '3', '3', '0', '3', '0', '4', '3']
+resulted X configuration :  [3, 3, 3, 0, 3, 0, 4, 3]
+--- Reading the line : 444400-0-4,[4- 4- 4- 4- 0- 0- 0- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 1804801- 1804801- 0- 0- 0- 0- 0- 2400001- 0- 0- 0],[4- 4- 4- 4- 0- 0- 0- 4],[1804801- 1804801- 1804801- 1804801- 0- 0- 0- 2400001],11.979896679810844,361.10031015278247,9.16718e+10,1.30682e-10,0,0
+
+arrays of value as string :  ['4', '4', '4', '4', '0', '0', '0', '4']
+resulted X configuration :  [4, 4, 4, 4, 0, 0, 0, 4]
+--- Reading the line : 440400-1-4,[4- 4- 0- 4- 0- 0- 1- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 0- 1804801- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0],[4- 4- 0- 4- 0- 0- 1- 4],[1804801- 1804801- 0- 1804801- 0- 0- 652800- 2400001],12.695983752057312,389.26893987763566,9.17994e+10,1.38301e-10,0,0
+
+arrays of value as string :  ['4', '4', '0', '4', '0', '0', '1', '4']
+resulted X configuration :  [4, 4, 0, 4, 0, 0, 1, 4]
+--- Reading the line : 222220-4-4,[2- 2- 2- 2- 2- 0- 4- 0- 0- 4- 0- 0- 0],[1363200- 1363200- 1363200- 1363200- 1363200- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[2- 2- 2- 2- 2- 0- 4- 4],[1363200- 1363200- 1363200- 1363200- 1363200- 0- 2208001- 2400001],11.521846502047206,354.6009912760146,9.15413e+10,1.25865e-10,0,0
+
+arrays of value as string :  ['2', '2', '2', '2', '2', '0', '4', '4']
+resulted X configuration :  [2, 2, 2, 2, 2, 0, 4, 4]
+--- Reading the line : 400000-2-2,[4- 0- 0- 0- 0- 0- 2- 0- 0- 2- 0- 0- 0],[1804801- 0- 0- 0- 0- 0- 1478400- 0- 0- 1766400- 0- 0- 0],[4- 0- 0- 0- 0- 0- 2- 2],[1804801- 0- 0- 0- 0- 0- 1478400- 1766400],12.607052914611202,387.58730538521354,9.23939e+10,1.36449e-10,0,0
+
+arrays of value as string :  ['4', '0', '0', '0', '0', '0', '2', '2']
+resulted X configuration :  [4, 0, 0, 0, 0, 0, 2, 2]
+--- Reading the line : 001011-2-0,[0- 0- 1- 0- 1- 1- 2- 0- 0- 0- 0- 0- 0],[0- 0- 576000- 0- 576000- 576000- 1478400- 0- 0- 0- 0- 0- 0],[0- 0- 1- 0- 1- 1- 2- 0],[0- 0- 576000- 0- 576000- 576000- 1478400- 0],12.212000519352346,377.1991313484699,9.11865e+10,1.33923e-10,0,0
+
+arrays of value as string :  ['0', '0', '1', '0', '1', '1', '2', '0']
+resulted X configuration :  [0, 0, 1, 0, 1, 1, 2, 0]
+--- Reading the line : 003003-4-4,[0- 0- 3- 0- 0- 3- 4- 0- 0- 4- 0- 0- 0],[0- 0- 1804800- 0- 0- 1804800- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 3- 0- 0- 3- 4- 4],[0- 0- 1804800- 0- 0- 1804800- 2208001- 2400001],22.614428888267064,692.1561030540146,3.06485e+11,7.37864e-11,0,0
+
+arrays of value as string :  ['0', '0', '3', '0', '0', '3', '4', '4']
+resulted X configuration :  [0, 0, 3, 0, 0, 3, 4, 4]
+--- Reading the line : 222202-4-2,[2- 2- 2- 2- 0- 2- 4- 0- 0- 2- 0- 0- 0],[1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0],[2- 2- 2- 2- 0- 2- 4- 2],[1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 1766400],16.126222754666898,493.06346554199865,2.2862e+11,7.05372e-11,0,0
+
+arrays of value as string :  ['2', '2', '2', '2', '0', '2', '4', '2']
+resulted X configuration :  [2, 2, 2, 2, 0, 2, 4, 2]
+--- Reading the line : 222022-4-0,[2- 2- 2- 0- 2- 2- 4- 0- 0- 0- 0- 0- 0],[1363200- 1363200- 1363200- 0- 1363200- 1363200- 2208001- 0- 0- 0- 0- 0- 0],[2- 2- 2- 0- 2- 2- 4- 0],[1363200- 1363200- 1363200- 0- 1363200- 1363200- 2208001- 0],16.41980390620861,508.02862599167935,2.27763e+11,7.20916e-11,0,0
+
+arrays of value as string :  ['2', '2', '2', '0', '2', '2', '4', '0']
+resulted X configuration :  [2, 2, 2, 0, 2, 2, 4, 0]
+--- Reading the line : 404440-4-0,[4- 0- 4- 4- 4- 0- 4- 0- 0- 0- 0- 0- 0],[1804801- 0- 1804801- 1804801- 1804801- 0- 2208001- 0- 0- 0- 0- 0- 0],[4- 0- 4- 4- 4- 0- 4- 0],[1804801- 0- 1804801- 1804801- 1804801- 0- 2208001- 0],12.034169564396462,364.4803072759382,9.16823e+10,1.31259e-10,0,0
+
+arrays of value as string :  ['4', '0', '4', '4', '4', '0', '4', '0']
+resulted X configuration :  [4, 0, 4, 4, 4, 0, 4, 0]
+--- Reading the line : 333033-2-0,[3- 3- 3- 0- 3- 3- 2- 0- 0- 0- 0- 0- 0],[1804800- 1804800- 1804800- 0- 1804800- 1804800- 1478400- 0- 0- 0- 0- 0- 0],[3- 3- 3- 0- 3- 3- 2- 0],[1804800- 1804800- 1804800- 0- 1804800- 1804800- 1478400- 0],22.652081006138793,689.5473667398479,3.06496e+11,7.39066e-11,0,0
+
+arrays of value as string :  ['3', '3', '3', '0', '3', '3', '2', '0']
+resulted X configuration :  [3, 3, 3, 0, 3, 3, 2, 0]
+--- Reading the line : 101010-4-4,[1- 0- 1- 0- 1- 0- 4- 0- 0- 4- 0- 0- 0],[576000- 0- 576000- 0- 576000- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[1- 0- 1- 0- 1- 0- 4- 4],[576000- 0- 576000- 0- 576000- 0- 2208001- 2400001],11.926448646666431,366.4828955420262,9.19077e+10,1.29766e-10,0,0
+
+arrays of value as string :  ['1', '0', '1', '0', '1', '0', '4', '4']
+resulted X configuration :  [1, 0, 1, 0, 1, 0, 4, 4]
+--- Reading the line : 033033-4-4,[0- 3- 3- 0- 3- 3- 4- 0- 0- 4- 0- 0- 0],[0- 1804800- 1804800- 0- 1804800- 1804800- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 3- 3- 0- 3- 3- 4- 4],[0- 1804800- 1804800- 0- 1804800- 1804800- 2208001- 2400001],23.475580143273703,714.800309042637,3.06287e+11,7.66457e-11,0,0
+
+arrays of value as string :  ['0', '3', '3', '0', '3', '3', '4', '4']
+resulted X configuration :  [0, 3, 3, 0, 3, 3, 4, 4]
+--- Reading the line : 004444-1-1,[0- 0- 4- 4- 4- 4- 1- 0- 0- 1- 0- 0- 0],[0- 0- 1804801- 1804801- 1804801- 1804801- 652800- 0- 0- 806400- 0- 0- 0],[0- 0- 4- 4- 4- 4- 1- 1],[0- 0- 1804801- 1804801- 1804801- 1804801- 652800- 806400],22.757954579221217,698.343391450131,3.06134e+11,7.43398e-11,0,0
+
+arrays of value as string :  ['0', '0', '4', '4', '4', '4', '1', '1']
+resulted X configuration :  [0, 0, 4, 4, 4, 4, 1, 1]
+--- Reading the line : 300333-1-4,[3- 0- 0- 3- 3- 3- 1- 0- 0- 4- 0- 0- 0],[1804800- 0- 0- 1804800- 1804800- 1804800- 652800- 0- 0- 2400001- 0- 0- 0],[3- 0- 0- 3- 3- 3- 1- 4],[1804800- 0- 0- 1804800- 1804800- 1804800- 652800- 2400001],23.288795730139903,708.6113205989109,3.06419e+11,7.60031e-11,0,0
+
+arrays of value as string :  ['3', '0', '0', '3', '3', '3', '1', '4']
+resulted X configuration :  [3, 0, 0, 3, 3, 3, 1, 4]
+--- Reading the line : 444440-3-3,[4- 4- 4- 4- 4- 0- 3- 0- 0- 3- 0- 0- 0],[1804801- 1804801- 1804801- 1804801- 1804801- 0- 2208000- 0- 0- 2400000- 0- 0- 0],[4- 4- 4- 4- 4- 0- 3- 3],[1804801- 1804801- 1804801- 1804801- 1804801- 0- 2208000- 2400000],12.65548391530548,385.8131871519587,9.1381e+10,1.38491e-10,0,0
+
+arrays of value as string :  ['4', '4', '4', '4', '4', '0', '3', '3']
+resulted X configuration :  [4, 4, 4, 4, 4, 0, 3, 3]
+--- Reading the line : 400044-2-2,[4- 0- 0- 0- 4- 4- 2- 0- 0- 2- 0- 0- 0],[1804801- 0- 0- 0- 1804801- 1804801- 1478400- 0- 0- 1766400- 0- 0- 0],[4- 0- 0- 0- 4- 4- 2- 2],[1804801- 0- 0- 0- 1804801- 1804801- 1478400- 1766400],22.632309438901036,693.087374309443,3.06712e+11,7.37901e-11,0,0
+
+arrays of value as string :  ['4', '0', '0', '0', '4', '4', '2', '2']
+resulted X configuration :  [4, 0, 0, 0, 4, 4, 2, 2]
+--- Reading the line : 440044-4-4,[4- 4- 0- 0- 4- 4- 4- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 0- 0- 1804801- 1804801- 2208001- 0- 0- 2400001- 0- 0- 0],[4- 4- 0- 0- 4- 4- 4- 4],[1804801- 1804801- 0- 0- 1804801- 1804801- 2208001- 2400001],22.666934131739957,689.9165328222559,3.06013e+11,7.40718e-11,0,0
+
+arrays of value as string :  ['4', '4', '0', '0', '4', '4', '4', '4']
+resulted X configuration :  [4, 4, 0, 0, 4, 4, 4, 4]
+--- Reading the line : 000033-2-0,[0- 0- 0- 0- 3- 3- 2- 0- 0- 0- 0- 0- 0],[0- 0- 0- 0- 1804800- 1804800- 1478400- 0- 0- 0- 0- 0- 0],[0- 0- 0- 0- 3- 3- 2- 0],[0- 0- 0- 0- 1804800- 1804800- 1478400- 0],24.77311401612388,749.1639120909648,3.07241e+11,8.06309e-11,0,0
+
+arrays of value as string :  ['0', '0', '0', '0', '3', '3', '2', '0']
+resulted X configuration :  [0, 0, 0, 0, 3, 3, 2, 0]
+--- Reading the line : 220220-3-4,[2- 2- 0- 2- 2- 0- 3- 0- 0- 4- 0- 0- 0],[1363200- 1363200- 0- 1363200- 1363200- 0- 2208000- 0- 0- 2400001- 0- 0- 0],[2- 2- 0- 2- 2- 0- 3- 4],[1363200- 1363200- 0- 1363200- 1363200- 0- 2208000- 2400001],12.064961860895863,369.0508135904998,9.14232e+10,1.31968e-10,0,0
+
+arrays of value as string :  ['2', '2', '0', '2', '2', '0', '3', '4']
+resulted X configuration :  [2, 2, 0, 2, 2, 0, 3, 4]
+--- Reading the line : 002020-4-2,[0- 0- 2- 0- 2- 0- 4- 0- 0- 2- 0- 0- 0],[0- 0- 1363200- 0- 1363200- 0- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 0- 2- 0- 2- 0- 4- 2],[0- 0- 1363200- 0- 1363200- 0- 2208001- 1766400],12.42160120283351,381.3750213878416,9.19203e+10,1.35134e-10,0,0
+
+arrays of value as string :  ['0', '0', '2', '0', '2', '0', '4', '2']
+resulted X configuration :  [0, 0, 2, 0, 2, 0, 4, 2]
+--- Reading the line : 303333-2-4,[3- 0- 3- 3- 3- 3- 2- 0- 0- 4- 0- 0- 0],[1804800- 0- 1804800- 1804800- 1804800- 1804800- 1478400- 0- 0- 2400001- 0- 0- 0],[3- 0- 3- 3- 3- 3- 2- 4],[1804800- 0- 1804800- 1804800- 1804800- 1804800- 1478400- 2400001],23.59841025791203,720.2007539007906,3.06204e+11,7.70676e-11,0,0
+
+arrays of value as string :  ['3', '0', '3', '3', '3', '3', '2', '4']
+resulted X configuration :  [3, 0, 3, 3, 3, 3, 2, 4]
+--- Reading the line : 002220-4-4,[0- 0- 2- 2- 2- 0- 4- 0- 0- 4- 0- 0- 0],[0- 0- 1363200- 1363200- 1363200- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 2- 2- 2- 0- 4- 4],[0- 0- 1363200- 1363200- 1363200- 0- 2208001- 2400001],11.737484479145545,355.1168200248295,9.17824e+10,1.27884e-10,0,0
+
+arrays of value as string :  ['0', '0', '2', '2', '2', '0', '4', '4']
+resulted X configuration :  [0, 0, 2, 2, 2, 0, 4, 4]
+--- Reading the line : 022200-4-0,[0- 2- 2- 2- 0- 0- 4- 0- 0- 0- 0- 0- 0],[0- 1363200- 1363200- 1363200- 0- 0- 2208001- 0- 0- 0- 0- 0- 0],[0- 2- 2- 2- 0- 0- 4- 0],[0- 1363200- 1363200- 1363200- 0- 0- 2208001- 0],12.3467606789322,371.6932402935569,9.24156e+10,1.336e-10,0,0
+
+arrays of value as string :  ['0', '2', '2', '2', '0', '0', '4', '0']
+resulted X configuration :  [0, 2, 2, 2, 0, 0, 4, 0]
+--- Reading the line : 404004-2-4,[4- 0- 4- 0- 0- 4- 2- 0- 0- 4- 0- 0- 0],[1804801- 0- 1804801- 0- 0- 1804801- 1478400- 0- 0- 2400001- 0- 0- 0],[4- 0- 4- 0- 0- 4- 2- 4],[1804801- 0- 1804801- 0- 0- 1804801- 1478400- 2400001],23.988142916153645,726.8683738678942,3.06154e+11,7.83532e-11,0,0
+
+arrays of value as string :  ['4', '0', '4', '0', '0', '4', '2', '4']
+resulted X configuration :  [4, 0, 4, 0, 0, 4, 2, 4]
+--- Reading the line : 202022-4-3,[2- 0- 2- 0- 2- 2- 4- 0- 0- 3- 0- 0- 0],[1363200- 0- 1363200- 0- 1363200- 1363200- 2208001- 0- 0- 2400000- 0- 0- 0],[2- 0- 2- 0- 2- 2- 4- 3],[1363200- 0- 1363200- 0- 1363200- 1363200- 2208001- 2400000],16.471358246301836,510.0635936673217,2.28493e+11,7.20869e-11,0,0
+
+arrays of value as string :  ['2', '0', '2', '0', '2', '2', '4', '3']
+resulted X configuration :  [2, 0, 2, 0, 2, 2, 4, 3]
+--- Reading the line : 404040-4-3,[4- 0- 4- 0- 4- 0- 4- 0- 0- 3- 0- 0- 0],[1804801- 0- 1804801- 0- 1804801- 0- 2208001- 0- 0- 2400000- 0- 0- 0],[4- 0- 4- 0- 4- 0- 4- 3],[1804801- 0- 1804801- 0- 1804801- 0- 2208001- 2400000],12.309640369561276,379.60331579048864,9.16439e+10,1.3432e-10,0,0
+
+arrays of value as string :  ['4', '0', '4', '0', '4', '0', '4', '3']
+resulted X configuration :  [4, 0, 4, 0, 4, 0, 4, 3]
+--- Reading the line : 003303-1-0,[0- 0- 3- 3- 0- 3- 1- 0- 0- 0- 0- 0- 0],[0- 0- 1804800- 1804800- 0- 1804800- 652800- 0- 0- 0- 0- 0- 0],[0- 0- 3- 3- 0- 3- 1- 0],[0- 0- 1804800- 1804800- 0- 1804800- 652800- 0],23.81260931400215,713.8536088447767,3.06501e+11,7.76918e-11,0,0
+
+arrays of value as string :  ['0', '0', '3', '3', '0', '3', '1', '0']
+resulted X configuration :  [0, 0, 3, 3, 0, 3, 1, 0]
+--- Reading the line : 444004-0-4,[4- 4- 4- 0- 0- 4- 0- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 1804801- 0- 0- 1804801- 0- 0- 0- 2400001- 0- 0- 0],[4- 4- 4- 0- 0- 4- 0- 4],[1804801- 1804801- 1804801- 0- 0- 1804801- 0- 2400001],23.003892301485976,701.4514675658953,3.06508e+11,7.50515e-11,0,0
+
+arrays of value as string :  ['4', '4', '4', '0', '0', '4', '0', '4']
+resulted X configuration :  [4, 4, 4, 0, 0, 4, 0, 4]
+--- Reading the line : 040404-1-4,[0- 4- 0- 4- 0- 4- 1- 0- 0- 4- 0- 0- 0],[0- 1804801- 0- 1804801- 0- 1804801- 652800- 0- 0- 2400001- 0- 0- 0],[0- 4- 0- 4- 0- 4- 1- 4],[0- 1804801- 0- 1804801- 0- 1804801- 652800- 2400001],23.016846823445704,694.6093631165113,3.06659e+11,7.50568e-11,0,0
+
+arrays of value as string :  ['0', '4', '0', '4', '0', '4', '1', '4']
+resulted X configuration :  [0, 4, 0, 4, 0, 4, 1, 4]
+--- Reading the line : 303333-4-3,[3- 0- 3- 3- 3- 3- 4- 0- 0- 3- 0- 0- 0],[1804800- 0- 1804800- 1804800- 1804800- 1804800- 2208001- 0- 0- 2400000- 0- 0- 0],[3- 0- 3- 3- 3- 3- 4- 3],[1804800- 0- 1804800- 1804800- 1804800- 1804800- 2208001- 2400000],22.95094214371649,703.1230488314521,3.06675e+11,7.4838e-11,0,0
+
+arrays of value as string :  ['3', '0', '3', '3', '3', '3', '4', '3']
+resulted X configuration :  [3, 0, 3, 3, 3, 3, 4, 3]
+--- Reading the line : 300030-2-0,[3- 0- 0- 0- 3- 0- 2- 0- 0- 0- 0- 0- 0],[1804800- 0- 0- 0- 1804800- 0- 1478400- 0- 0- 0- 0- 0- 0],[3- 0- 0- 0- 3- 0- 2- 0],[1804800- 0- 0- 0- 1804800- 0- 1478400- 0],13.23955736353208,396.2001036380411,9.2277e+10,1.43476e-10,0,0
+
+arrays of value as string :  ['3', '0', '0', '0', '3', '0', '2', '0']
+resulted X configuration :  [3, 0, 0, 0, 3, 0, 2, 0]
+--- Reading the line : 000010-4-4,[0- 0- 0- 0- 1- 0- 4- 0- 0- 4- 0- 0- 0],[0- 0- 0- 0- 576000- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 0- 0- 1- 0- 4- 4],[0- 0- 0- 0- 576000- 0- 2208001- 2400001],12.71743115515865,377.85355950227677,9.17965e+10,1.38539e-10,0,0
+
+arrays of value as string :  ['0', '0', '0', '0', '1', '0', '4', '4']
+resulted X configuration :  [0, 0, 0, 0, 1, 0, 4, 4]
+--- Reading the line : 011111-1-0,[0- 1- 1- 1- 1- 1- 1- 0- 0- 0- 0- 0- 0],[0- 576000- 576000- 576000- 576000- 576000- 652800- 0- 0- 0- 0- 0- 0],[0- 1- 1- 1- 1- 1- 1- 0],[0- 576000- 576000- 576000- 576000- 576000- 652800- 0],11.98291825337223,366.3694433884615,9.15432e+10,1.30899e-10,0,0
+
+arrays of value as string :  ['0', '1', '1', '1', '1', '1', '1', '0']
+resulted X configuration :  [0, 1, 1, 1, 1, 1, 1, 0]
+--- Reading the line : 101101-4-1,[1- 0- 1- 1- 0- 1- 4- 0- 0- 1- 0- 0- 0],[576000- 0- 576000- 576000- 0- 576000- 2208001- 0- 0- 806400- 0- 0- 0],[1- 0- 1- 1- 0- 1- 4- 1],[576000- 0- 576000- 576000- 0- 576000- 2208001- 806400],12.691863454604572,379.8161123058186,9.13895e+10,1.38877e-10,0,0
+
+arrays of value as string :  ['1', '0', '1', '1', '0', '1', '4', '1']
+resulted X configuration :  [1, 0, 1, 1, 0, 1, 4, 1]
+--- Reading the line : 033000-4-4,[0- 3- 3- 0- 0- 0- 4- 0- 0- 4- 0- 0- 0],[0- 1804800- 1804800- 0- 0- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 3- 3- 0- 0- 0- 4- 4],[0- 1804800- 1804800- 0- 0- 0- 2208001- 2400001],11.641152213735369,351.90085513372634,9.14601e+10,1.27281e-10,0,0
+
+arrays of value as string :  ['0', '3', '3', '0', '0', '0', '4', '4']
+resulted X configuration :  [0, 3, 3, 0, 0, 0, 4, 4]
+--- Reading the line : 101001-4-0,[1- 0- 1- 0- 0- 1- 4- 0- 0- 0- 0- 0- 0],[576000- 0- 576000- 0- 0- 576000- 2208001- 0- 0- 0- 0- 0- 0],[1- 0- 1- 0- 0- 1- 4- 0],[576000- 0- 576000- 0- 0- 576000- 2208001- 0],11.95452854312606,358.8891910026876,9.16808e+10,1.30393e-10,0,0
+
+arrays of value as string :  ['1', '0', '1', '0', '0', '1', '4', '0']
+resulted X configuration :  [1, 0, 1, 0, 0, 1, 4, 0]
+--- Reading the line : 330303-4-3,[3- 3- 0- 3- 0- 3- 4- 0- 0- 3- 0- 0- 0],[1804800- 1804800- 0- 1804800- 0- 1804800- 2208001- 0- 0- 2400000- 0- 0- 0],[3- 3- 0- 3- 0- 3- 4- 3],[1804800- 1804800- 0- 1804800- 0- 1804800- 2208001- 2400000],23.918088136909827,721.5890987269386,3.05715e+11,7.82366e-11,0,0
+
+arrays of value as string :  ['3', '3', '0', '3', '0', '3', '4', '3']
+resulted X configuration :  [3, 3, 0, 3, 0, 3, 4, 3]
+--- Reading the line : 000011-4-4,[0- 0- 0- 0- 1- 1- 4- 0- 0- 4- 0- 0- 0],[0- 0- 0- 0- 576000- 576000- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 0- 0- 1- 1- 4- 4],[0- 0- 0- 0- 576000- 576000- 2208001- 2400001],11.882768136357832,362.80190572658455,9.17322e+10,1.29538e-10,0,0
+
+arrays of value as string :  ['0', '0', '0', '0', '1', '1', '4', '4']
+resulted X configuration :  [0, 0, 0, 0, 1, 1, 4, 4]
+--- Reading the line : 044044-2-2,[0- 4- 4- 0- 4- 4- 2- 0- 0- 2- 0- 0- 0],[0- 1804801- 1804801- 0- 1804801- 1804801- 1478400- 0- 0- 1766400- 0- 0- 0],[0- 4- 4- 0- 4- 4- 2- 2],[0- 1804801- 1804801- 0- 1804801- 1804801- 1478400- 1766400],23.46885040432667,706.24857145461,3.06084e+11,7.66745e-11,0,0
+
+arrays of value as string :  ['0', '4', '4', '0', '4', '4', '2', '2']
+resulted X configuration :  [0, 4, 4, 0, 4, 4, 2, 2]
+ --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___24Sep22_12_25_53.csv
+--- Reading the line : 200202-3-0,[2- 0- 0- 2- 0- 2- 3- 0- 0- 0- 0- 0- 0],[1363200- 0- 0- 1363200- 0- 1363200- 2208000- 0- 0- 0- 0- 0- 0],[2- 0- 0- 2- 0- 2- 3- 0],[1363200- 0- 0- 1363200- 0- 1363200- 2208000- 0],77.83680780492928,2234.884956226356,1.0901e+12,7.14034e-11,0,0
+
+arrays of value as string :  ['2', '0', '0', '2', '0', '2', '3', '0']
+resulted X configuration :  [2, 0, 0, 2, 0, 2, 3, 0]
+--- Reading the line : 404000-2-4,[4- 0- 4- 0- 0- 0- 2- 0- 0- 4- 0- 0- 0],[1804801- 0- 1804801- 0- 0- 0- 1478400- 0- 0- 2400001- 0- 0- 0],[4- 0- 4- 0- 0- 0- 2- 4],[1804801- 0- 1804801- 0- 0- 0- 1478400- 2400001],122.50666096291806,3380.261018868437,1.37804e+12,8.88992e-11,0,0
+
+arrays of value as string :  ['4', '0', '4', '0', '0', '0', '2', '4']
+resulted X configuration :  [4, 0, 4, 0, 0, 0, 2, 4]
+--- Reading the line : 011100-4-2,[0- 1- 1- 1- 0- 0- 4- 0- 0- 2- 0- 0- 0],[0- 576000- 576000- 576000- 0- 0- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 1- 1- 1- 0- 0- 4- 2],[0- 576000- 576000- 576000- 0- 0- 2208001- 1766400],103.96618350778546,2929.1288799916665,1.39771e+12,7.43832e-11,0,0
+
+arrays of value as string :  ['0', '1', '1', '1', '0', '0', '4', '2']
+resulted X configuration :  [0, 1, 1, 1, 0, 0, 4, 2]
+--- Reading the line : 001101-4-4,[0- 0- 1- 1- 0- 1- 4- 0- 0- 4- 0- 0- 0],[0- 0- 576000- 576000- 0- 576000- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 1- 1- 0- 1- 4- 4],[0- 0- 576000- 576000- 0- 576000- 2208001- 2400001],92.1880282209293,2624.8646026124443,1.28954e+12,7.14891e-11,0,0
+
+arrays of value as string :  ['0', '0', '1', '1', '0', '1', '4', '4']
+resulted X configuration :  [0, 0, 1, 1, 0, 1, 4, 4]
+--- Reading the line : 330003-4-0,[3- 3- 0- 0- 0- 3- 4- 0- 0- 0- 0- 0- 0],[1804800- 1804800- 0- 0- 0- 1804800- 2208001- 0- 0- 0- 0- 0- 0],[3- 3- 0- 0- 0- 3- 4- 0],[1804800- 1804800- 0- 0- 0- 1804800- 2208001- 0],92.92711420242277,2636.5906005764136,1.21088e+12,7.67435e-11,0,0
+
+arrays of value as string :  ['3', '3', '0', '0', '0', '3', '4', '0']
+resulted X configuration :  [3, 3, 0, 0, 0, 3, 4, 0]
+--- Reading the line : 003303-4-2,[0- 0- 3- 3- 0- 3- 4- 0- 0- 2- 0- 0- 0],[0- 0- 1804800- 1804800- 0- 1804800- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 0- 3- 3- 0- 3- 4- 2],[0- 0- 1804800- 1804800- 0- 1804800- 2208001- 1766400],125.04155848675596,3436.846449957145,1.73286e+12,7.21591e-11,0,0
+
+arrays of value as string :  ['0', '0', '3', '3', '0', '3', '4', '2']
+resulted X configuration :  [0, 0, 3, 3, 0, 3, 4, 2]
+--- Reading the line : 004444-4-2,[0- 0- 4- 4- 4- 4- 4- 0- 0- 2- 0- 0- 0],[0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 0- 4- 4- 4- 4- 4- 2],[0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 1766400],119.82629157294801,3315.319693200112,1.8655e+12,6.42328e-11,0,0
+
+arrays of value as string :  ['0', '0', '4', '4', '4', '4', '4', '2']
+resulted X configuration :  [0, 0, 4, 4, 4, 4, 4, 2]
+--- Reading the line : 111101-4-4,[1- 1- 1- 1- 0- 1- 4- 0- 0- 4- 0- 0- 0],[576000- 576000- 576000- 576000- 0- 576000- 2208001- 0- 0- 2400001- 0- 0- 0],[1- 1- 1- 1- 0- 1- 4- 4],[576000- 576000- 576000- 576000- 0- 576000- 2208001- 2400001],114.28505133157255,3184.013848480214,1.54587e+12,7.39293e-11,0,0
+
+arrays of value as string :  ['1', '1', '1', '1', '0', '1', '4', '4']
+resulted X configuration :  [1, 1, 1, 1, 0, 1, 4, 4]
+--- Reading the line : 333030-3-4,[3- 3- 3- 0- 3- 0- 3- 0- 0- 4- 0- 0- 0],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208000- 0- 0- 2400001- 0- 0- 0],[3- 3- 3- 0- 3- 0- 3- 4],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208000- 2400001],120.1917833742663,3321.194635091129,1.52917e+12,7.85994e-11,0,0
+
+arrays of value as string :  ['3', '3', '3', '0', '3', '0', '3', '4']
+resulted X configuration :  [3, 3, 3, 0, 3, 0, 3, 4]
+--- Reading the line : 222200-1-4,[2- 2- 2- 2- 0- 0- 1- 0- 0- 4- 0- 0- 0],[1363200- 1363200- 1363200- 1363200- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0],[2- 2- 2- 2- 0- 0- 1- 4],[1363200- 1363200- 1363200- 1363200- 0- 0- 652800- 2400001],100.64612093820476,2839.5161952302633,1.20984e+12,8.31896e-11,0,0
+
+arrays of value as string :  ['2', '2', '2', '2', '0', '0', '1', '4']
+resulted X configuration :  [2, 2, 2, 2, 0, 0, 1, 4]
+--- Reading the line : 202220-3-0,[2- 0- 2- 2- 2- 0- 3- 0- 0- 0- 0- 0- 0],[1363200- 0- 1363200- 1363200- 1363200- 0- 2208000- 0- 0- 0- 0- 0- 0],[2- 0- 2- 2- 2- 0- 3- 0],[1363200- 0- 1363200- 1363200- 1363200- 0- 2208000- 0],71.50202170558403,2081.0069423420105,9.4314e+11,7.58127e-11,0,0
+
+arrays of value as string :  ['2', '0', '2', '2', '2', '0', '3', '0']
+resulted X configuration :  [2, 0, 2, 2, 2, 0, 3, 0]
+--- Reading the line : 044040-1-1,[0- 4- 4- 0- 4- 0- 1- 0- 0- 1- 0- 0- 0],[0- 1804801- 1804801- 0- 1804801- 0- 652800- 0- 0- 806400- 0- 0- 0],[0- 4- 4- 0- 4- 0- 1- 1],[0- 1804801- 1804801- 0- 1804801- 0- 652800- 806400],38.72687444407932,1149.4224316733046,6.06377e+11,6.3866e-11,0,0
+
+arrays of value as string :  ['0', '4', '4', '0', '4', '0', '1', '1']
+resulted X configuration :  [0, 4, 4, 0, 4, 0, 1, 1]
+--- Reading the line : 303330-3-0,[3- 0- 3- 3- 3- 0- 3- 0- 0- 0- 0- 0- 0],[1804800- 0- 1804800- 1804800- 1804800- 0- 2208000- 0- 0- 0- 0- 0- 0],[3- 0- 3- 3- 3- 0- 3- 0],[1804800- 0- 1804800- 1804800- 1804800- 0- 2208000- 0],71.99283612240207,2080.8905712283677,9.41855e+11,7.64373e-11,0,0
+
+arrays of value as string :  ['3', '0', '3', '3', '3', '0', '3', '0']
+resulted X configuration :  [3, 0, 3, 3, 3, 0, 3, 0]
+--- Reading the line : 040404-4-1,[0- 4- 0- 4- 0- 4- 4- 0- 0- 1- 0- 0- 0],[0- 1804801- 0- 1804801- 0- 1804801- 2208001- 0- 0- 806400- 0- 0- 0],[0- 4- 0- 4- 0- 4- 4- 1],[0- 1804801- 0- 1804801- 0- 1804801- 2208001- 806400],117.91515534845138,3277.5099800137823,1.46482e+12,8.04981e-11,0,0
+
+arrays of value as string :  ['0', '4', '0', '4', '0', '4', '4', '1']
+resulted X configuration :  [0, 4, 0, 4, 0, 4, 4, 1]
+--- Reading the line : 440000-1-4,[4- 4- 0- 0- 0- 0- 1- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 0- 0- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0],[4- 4- 0- 0- 0- 0- 1- 4],[1804801- 1804801- 0- 0- 0- 0- 652800- 2400001],102.49336678108808,2890.9975101894456,1.10441e+12,9.28037e-11,0,0
+
+arrays of value as string :  ['4', '4', '0', '0', '0', '0', '1', '4']
+resulted X configuration :  [4, 4, 0, 0, 0, 0, 1, 4]
+--- Reading the line : 040440-0-0,[0- 4- 0- 4- 4- 0- 0- 0- 0- 0- 0- 0- 0],[0- 1804801- 0- 1804801- 1804801- 0- 0- 0- 0- 0- 0- 0- 0],[0- 4- 0- 4- 4- 0- 0- 0],[0- 1804801- 0- 1804801- 1804801- 0- 0- 0],25.063778450041234,761.7887252977298,1.449e+11,1.72973e-10,0,0
+
+arrays of value as string :  ['0', '4', '0', '4', '4', '0', '0', '0']
+resulted X configuration :  [0, 4, 0, 4, 4, 0, 0, 0]
+--- Reading the line : 004444-4-3,[0- 0- 4- 4- 4- 4- 4- 0- 0- 3- 0- 0- 0],[0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 0- 0- 2400000- 0- 0- 0],[0- 0- 4- 4- 4- 4- 4- 3],[0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 2400000],122.7615979520539,3392.6711967001725,1.98813e+12,6.17473e-11,0,0
+
+arrays of value as string :  ['0', '0', '4', '4', '4', '4', '4', '3']
+resulted X configuration :  [0, 0, 4, 4, 4, 4, 4, 3]
+--- Reading the line : 222202-4-0,[2- 2- 2- 2- 0- 2- 4- 0- 0- 0- 0- 0- 0],[1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0- 0- 0- 0- 0- 0],[2- 2- 2- 2- 0- 2- 4- 0],[1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0],86.72066182233588,2487.098562067552,1.34657e+12,6.44012e-11,0,0
+
+arrays of value as string :  ['2', '2', '2', '2', '0', '2', '4', '0']
+resulted X configuration :  [2, 2, 2, 2, 0, 2, 4, 0]
+--- Reading the line : 333030-4-4,[3- 3- 3- 0- 3- 0- 4- 0- 0- 4- 0- 0- 0],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[3- 3- 3- 0- 3- 0- 4- 4],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 2400001],129.14538752407458,3537.9219590751027,1.61917e+12,7.97602e-11,0,0
+
+arrays of value as string :  ['3', '3', '3', '0', '3', '0', '4', '4']
+resulted X configuration :  [3, 3, 3, 0, 3, 0, 4, 4]
+--- Reading the line : 000440-3-4,[0- 0- 0- 4- 4- 0- 3- 0- 0- 4- 0- 0- 0],[0- 0- 0- 1804801- 1804801- 0- 2208000- 0- 0- 2400001- 0- 0- 0],[0- 0- 0- 4- 4- 0- 3- 4],[0- 0- 0- 1804801- 1804801- 0- 2208000- 2400001],124.75660451654159,3440.1685057440395,1.48724e+12,8.38846e-11,0,0
+
+arrays of value as string :  ['0', '0', '0', '4', '4', '0', '3', '4']
+resulted X configuration :  [0, 0, 0, 4, 4, 0, 3, 4]
+--- Reading the line : 000440-4-3,[0- 0- 0- 4- 4- 0- 4- 0- 0- 3- 0- 0- 0],[0- 0- 0- 1804801- 1804801- 0- 2208001- 0- 0- 2400000- 0- 0- 0],[0- 0- 0- 4- 4- 0- 4- 3],[0- 0- 0- 1804801- 1804801- 0- 2208001- 2400000],119.21741632710322,3300.1704594513812,1.43844e+12,8.28797e-11,0,0
+
+arrays of value as string :  ['0', '0', '0', '4', '4', '0', '4', '3']
+resulted X configuration :  [0, 0, 0, 4, 4, 0, 4, 3]
+--- Reading the line : 101101-1-0,[1- 0- 1- 1- 0- 1- 1- 0- 0- 0- 0- 0- 0],[576000- 0- 576000- 576000- 0- 576000- 652800- 0- 0- 0- 0- 0- 0],[1- 0- 1- 1- 0- 1- 1- 0],[576000- 0- 576000- 576000- 0- 576000- 652800- 0],31.91052928775713,954.3854996969138,4.0888e+11,7.80438e-11,0,0
+
+arrays of value as string :  ['1', '0', '1', '1', '0', '1', '1', '0']
+resulted X configuration :  [1, 0, 1, 1, 0, 1, 1, 0]
+--- Reading the line : 020002-4-2,[0- 2- 0- 0- 0- 2- 4- 0- 0- 2- 0- 0- 0],[0- 1363200- 0- 0- 0- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 2- 0- 0- 0- 2- 4- 2],[0- 1363200- 0- 0- 0- 1363200- 2208001- 1766400],128.65770635318245,3535.793257818406,1.54304e+12,8.33794e-11,0,0
+
+arrays of value as string :  ['0', '2', '0', '0', '0', '2', '4', '2']
+resulted X configuration :  [0, 2, 0, 0, 0, 2, 4, 2]
+--- Reading the line : 022202-4-2,[0- 2- 2- 2- 0- 2- 4- 0- 0- 2- 0- 0- 0],[0- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 2- 2- 2- 0- 2- 4- 2],[0- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 1766400],116.05042370712209,3232.1500210794143,1.73971e+12,6.67068e-11,0,0
+
+arrays of value as string :  ['0', '2', '2', '2', '0', '2', '4', '2']
+resulted X configuration :  [0, 2, 2, 2, 0, 2, 4, 2]
+--- Reading the line : 001110-4-2,[0- 0- 1- 1- 1- 0- 4- 0- 0- 2- 0- 0- 0],[0- 0- 576000- 576000- 576000- 0- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 0- 1- 1- 1- 0- 4- 2],[0- 0- 576000- 576000- 576000- 0- 2208001- 1766400],101.6211792172444,2864.8624726291514,1.39967e+12,7.26037e-11,0,0
+
+arrays of value as string :  ['0', '0', '1', '1', '1', '0', '4', '2']
+resulted X configuration :  [0, 0, 1, 1, 1, 0, 4, 2]
+--- Reading the line : 110101-1-0,[1- 1- 0- 1- 0- 1- 1- 0- 0- 0- 0- 0- 0],[576000- 576000- 0- 576000- 0- 576000- 652800- 0- 0- 0- 0- 0- 0],[1- 1- 0- 1- 0- 1- 1- 0],[576000- 576000- 0- 576000- 0- 576000- 652800- 0],32.33203666928246,967.7922332239835,4.08973e+11,7.90567e-11,0,0
+
+arrays of value as string :  ['1', '1', '0', '1', '0', '1', '1', '0']
+resulted X configuration :  [1, 1, 0, 1, 0, 1, 1, 0]
+--- Reading the line : 111011-2-0,[1- 1- 1- 0- 1- 1- 2- 0- 0- 0- 0- 0- 0],[576000- 576000- 576000- 0- 576000- 576000- 1478400- 0- 0- 0- 0- 0- 0],[1- 1- 1- 0- 1- 1- 2- 0],[576000- 576000- 576000- 0- 576000- 576000- 1478400- 0],44.24260424290316,1320.3123384918233,7.44182e+11,5.94513e-11,0,0
+
+arrays of value as string :  ['1', '1', '1', '0', '1', '1', '2', '0']
+resulted X configuration :  [1, 1, 1, 0, 1, 1, 2, 0]
+--- Reading the line : 330330-3-0,[3- 3- 0- 3- 3- 0- 3- 0- 0- 0- 0- 0- 0],[1804800- 1804800- 0- 1804800- 1804800- 0- 2208000- 0- 0- 0- 0- 0- 0],[3- 3- 0- 3- 3- 0- 3- 0],[1804800- 1804800- 0- 1804800- 1804800- 0- 2208000- 0],70.32976331809341,2044.8244236094995,9.42401e+11,7.46283e-11,0,0
+
+arrays of value as string :  ['3', '3', '0', '3', '3', '0', '3', '0']
+resulted X configuration :  [3, 3, 0, 3, 3, 0, 3, 0]
+--- Reading the line : 000011-1-4,[0- 0- 0- 0- 1- 1- 1- 0- 0- 4- 0- 0- 0],[0- 0- 0- 0- 576000- 576000- 652800- 0- 0- 2400001- 0- 0- 0],[0- 0- 0- 0- 1- 1- 1- 4],[0- 0- 0- 0- 576000- 576000- 652800- 2400001],99.28931538832563,2802.1677511543903,1.10228e+12,9.00763e-11,0,0
+
+arrays of value as string :  ['0', '0', '0', '0', '1', '1', '1', '4']
+resulted X configuration :  [0, 0, 0, 0, 1, 1, 1, 4]
+--- Reading the line : 200020-1-0,[2- 0- 0- 0- 2- 0- 1- 0- 0- 0- 0- 0- 0],[1363200- 0- 0- 0- 1363200- 0- 652800- 0- 0- 0- 0- 0- 0],[2- 0- 0- 0- 2- 0- 1- 0],[1363200- 0- 0- 0- 1363200- 0- 652800- 0],29.66089734140764,897.0832561463121,3.0087e+11,9.85838e-11,0,0
+
+arrays of value as string :  ['2', '0', '0', '0', '2', '0', '1', '0']
+resulted X configuration :  [2, 0, 0, 0, 2, 0, 1, 0]
+--- Reading the line : 333030-4-3,[3- 3- 3- 0- 3- 0- 4- 0- 0- 3- 0- 0- 0],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 0- 0- 2400000- 0- 0- 0],[3- 3- 3- 0- 3- 0- 4- 3],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 2400000],129.54287677100947,3555.132983580584,1.69689e+12,7.63414e-11,0,0
+
+arrays of value as string :  ['3', '3', '3', '0', '3', '0', '4', '3']
+resulted X configuration :  [3, 3, 3, 0, 3, 0, 4, 3]
+--- Reading the line : 444400-0-4,[4- 4- 4- 4- 0- 0- 0- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 1804801- 1804801- 0- 0- 0- 0- 0- 2400001- 0- 0- 0],[4- 4- 4- 4- 0- 0- 0- 4],[1804801- 1804801- 1804801- 1804801- 0- 0- 0- 2400001],84.74100285782204,2420.1871097996896,1.00863e+12,8.40159e-11,0,0
+
+arrays of value as string :  ['4', '4', '4', '4', '0', '0', '0', '4']
+resulted X configuration :  [4, 4, 4, 4, 0, 0, 0, 4]
+--- Reading the line : 440400-1-4,[4- 4- 0- 4- 0- 0- 1- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 0- 1804801- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0],[4- 4- 0- 4- 0- 0- 1- 4],[1804801- 1804801- 0- 1804801- 0- 0- 652800- 2400001],102.19309899951081,2886.427257640713,1.16697e+12,8.75713e-11,0,0
+
+arrays of value as string :  ['4', '4', '0', '4', '0', '0', '1', '4']
+resulted X configuration :  [4, 4, 0, 4, 0, 0, 1, 4]
+--- Reading the line : 222220-4-4,[2- 2- 2- 2- 2- 0- 4- 0- 0- 4- 0- 0- 0],[1363200- 1363200- 1363200- 1363200- 1363200- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[2- 2- 2- 2- 2- 0- 4- 4],[1363200- 1363200- 1363200- 1363200- 1363200- 0- 2208001- 2400001],130.87813809992477,3587.2728192185186,1.70037e+12,7.69704e-11,0,0
+
+arrays of value as string :  ['2', '2', '2', '2', '2', '0', '4', '4']
+resulted X configuration :  [2, 2, 2, 2, 2, 0, 4, 4]
+--- Reading the line : 400000-2-2,[4- 0- 0- 0- 0- 0- 2- 0- 0- 2- 0- 0- 0],[1804801- 0- 0- 0- 0- 0- 1478400- 0- 0- 1766400- 0- 0- 0],[4- 0- 0- 0- 0- 0- 2- 2],[1804801- 0- 0- 0- 0- 0- 1478400- 1766400],69.49036563133058,2018.0766122054733,1.09723e+12,6.33325e-11,0,0
+
+arrays of value as string :  ['4', '0', '0', '0', '0', '0', '2', '2']
+resulted X configuration :  [4, 0, 0, 0, 0, 0, 2, 2]
+--- Reading the line : 001011-2-0,[0- 0- 1- 0- 1- 1- 2- 0- 0- 0- 0- 0- 0],[0- 0- 576000- 0- 576000- 576000- 1478400- 0- 0- 0- 0- 0- 0],[0- 0- 1- 0- 1- 1- 2- 0],[0- 0- 576000- 0- 576000- 576000- 1478400- 0],43.66913916510714,1296.4927927917279,6.31919e+11,6.91056e-11,0,0
+
+arrays of value as string :  ['0', '0', '1', '0', '1', '1', '2', '0']
+resulted X configuration :  [0, 0, 1, 0, 1, 1, 2, 0]
+--- Reading the line : 003003-4-4,[0- 0- 3- 0- 0- 3- 4- 0- 0- 4- 0- 0- 0],[0- 0- 1804800- 0- 0- 1804800- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 3- 0- 0- 3- 4- 4],[0- 0- 1804800- 0- 0- 1804800- 2208001- 2400001],122.55547459488704,3387.2965568051245,1.72846e+12,7.09044e-11,0,0
+
+arrays of value as string :  ['0', '0', '3', '0', '0', '3', '4', '4']
+resulted X configuration :  [0, 0, 3, 0, 0, 3, 4, 4]
+--- Reading the line : 222202-4-2,[2- 2- 2- 2- 0- 2- 4- 0- 0- 2- 0- 0- 0],[1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0],[2- 2- 2- 2- 0- 2- 4- 2],[1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 1766400],121.970158259986,3364.8057318602846,1.87848e+12,6.49302e-11,0,0
+
+arrays of value as string :  ['2', '2', '2', '2', '0', '2', '4', '2']
+resulted X configuration :  [2, 2, 2, 2, 0, 2, 4, 2]
+--- Reading the line : 222022-4-0,[2- 2- 2- 0- 2- 2- 4- 0- 0- 0- 0- 0- 0],[1363200- 1363200- 1363200- 0- 1363200- 1363200- 2208001- 0- 0- 0- 0- 0- 0],[2- 2- 2- 0- 2- 2- 4- 0],[1363200- 1363200- 1363200- 0- 1363200- 1363200- 2208001- 0],88.67419445838925,2526.8700958020895,1.3378e+12,6.62836e-11,0,0
+
+arrays of value as string :  ['2', '2', '2', '0', '2', '2', '4', '0']
+resulted X configuration :  [2, 2, 2, 0, 2, 2, 4, 0]
+--- Reading the line : 404440-4-0,[4- 0- 4- 4- 4- 0- 4- 0- 0- 0- 0- 0- 0],[1804801- 0- 1804801- 1804801- 1804801- 0- 2208001- 0- 0- 0- 0- 0- 0],[4- 0- 4- 4- 4- 0- 4- 0],[1804801- 0- 1804801- 1804801- 1804801- 0- 2208001- 0],72.44815238223472,2091.0674136009416,9.42624e+11,7.6858e-11,0,0
+
+arrays of value as string :  ['4', '0', '4', '4', '4', '0', '4', '0']
+resulted X configuration :  [4, 0, 4, 4, 4, 0, 4, 0]
+--- Reading the line : 333033-2-0,[3- 3- 3- 0- 3- 3- 2- 0- 0- 0- 0- 0- 0],[1804800- 1804800- 1804800- 0- 1804800- 1804800- 1478400- 0- 0- 0- 0- 0- 0],[3- 3- 3- 0- 3- 3- 2- 0],[1804800- 1804800- 1804800- 0- 1804800- 1804800- 1478400- 0],76.14242489064866,2192.105869409495,1.29726e+12,5.86948e-11,0,0
+
+arrays of value as string :  ['3', '3', '3', '0', '3', '3', '2', '0']
+resulted X configuration :  [3, 3, 3, 0, 3, 3, 2, 0]
+--- Reading the line : 101010-4-4,[1- 0- 1- 0- 1- 0- 4- 0- 0- 4- 0- 0- 0],[576000- 0- 576000- 0- 576000- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[1- 0- 1- 0- 1- 0- 4- 4],[576000- 0- 576000- 0- 576000- 0- 2208001- 2400001],129.30085989347026,3552.8501565014953,1.59942e+12,8.08423e-11,0,0
+
+arrays of value as string :  ['1', '0', '1', '0', '1', '0', '4', '4']
+resulted X configuration :  [1, 0, 1, 0, 1, 0, 4, 4]
+--- Reading the line : 033033-4-4,[0- 3- 3- 0- 3- 3- 4- 0- 0- 4- 0- 0- 0],[0- 1804800- 1804800- 0- 1804800- 1804800- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 3- 3- 0- 3- 3- 4- 4],[0- 1804800- 1804800- 0- 1804800- 1804800- 2208001- 2400001],116.55569801996106,3236.1336112308263,1.80988e+12,6.43997e-11,0,0
+
+arrays of value as string :  ['0', '3', '3', '0', '3', '3', '4', '4']
+resulted X configuration :  [0, 3, 3, 0, 3, 3, 4, 4]
+--- Reading the line : 004444-1-1,[0- 0- 4- 4- 4- 4- 1- 0- 0- 1- 0- 0- 0],[0- 0- 1804801- 1804801- 1804801- 1804801- 652800- 0- 0- 806400- 0- 0- 0],[0- 0- 4- 4- 4- 4- 1- 1],[0- 0- 1804801- 1804801- 1804801- 1804801- 652800- 806400],64.46624073166619,1881.6128810017933,1.11231e+12,5.79571e-11,0,0
+
+arrays of value as string :  ['0', '0', '4', '4', '4', '4', '1', '1']
+resulted X configuration :  [0, 0, 4, 4, 4, 4, 1, 1]
+--- Reading the line : 300333-1-4,[3- 0- 0- 3- 3- 3- 1- 0- 0- 4- 0- 0- 0],[1804800- 0- 0- 1804800- 1804800- 1804800- 652800- 0- 0- 2400001- 0- 0- 0],[3- 0- 0- 3- 3- 3- 1- 4],[1804800- 0- 0- 1804800- 1804800- 1804800- 652800- 2400001],130.55303728988653,3576.88406837303,1.64943e+12,7.91504e-11,0,0
+
+arrays of value as string :  ['3', '0', '0', '3', '3', '3', '1', '4']
+resulted X configuration :  [3, 0, 0, 3, 3, 3, 1, 4]
+--- Reading the line : 444440-3-3,[4- 4- 4- 4- 4- 0- 3- 0- 0- 3- 0- 0- 0],[1804801- 1804801- 1804801- 1804801- 1804801- 0- 2208000- 0- 0- 2400000- 0- 0- 0],[4- 4- 4- 4- 4- 0- 3- 3],[1804801- 1804801- 1804801- 1804801- 1804801- 0- 2208000- 2400000],123.56360108408052,3412.5169161150666,1.63002e+12,7.5805e-11,0,0
+
+arrays of value as string :  ['4', '4', '4', '4', '4', '0', '3', '3']
+resulted X configuration :  [4, 4, 4, 4, 4, 0, 3, 3]
+--- Reading the line : 400044-2-2,[4- 0- 0- 0- 4- 4- 2- 0- 0- 2- 0- 0- 0],[1804801- 0- 0- 0- 1804801- 1804801- 1478400- 0- 0- 1766400- 0- 0- 0],[4- 0- 0- 0- 4- 4- 2- 2],[1804801- 0- 0- 0- 1804801- 1804801- 1478400- 1766400],95.00293379629643,2695.6897713236303,1.55866e+12,6.09517e-11,0,0
+
+arrays of value as string :  ['4', '0', '0', '0', '4', '4', '2', '2']
+resulted X configuration :  [4, 0, 0, 0, 4, 4, 2, 2]
+--- Reading the line : 440044-4-4,[4- 4- 0- 0- 4- 4- 4- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 0- 0- 1804801- 1804801- 2208001- 0- 0- 2400001- 0- 0- 0],[4- 4- 0- 0- 4- 4- 4- 4],[1804801- 1804801- 0- 0- 1804801- 1804801- 2208001- 2400001],116.55942741231047,3237.230145663417,1.81504e+12,6.42187e-11,0,0
+
+arrays of value as string :  ['4', '4', '0', '0', '4', '4', '4', '4']
+resulted X configuration :  [4, 4, 0, 0, 4, 4, 4, 4]
+--- Reading the line : 000033-2-0,[0- 0- 0- 0- 3- 3- 2- 0- 0- 0- 0- 0- 0],[0- 0- 0- 0- 1804800- 1804800- 1478400- 0- 0- 0- 0- 0- 0],[0- 0- 0- 0- 3- 3- 2- 0],[0- 0- 0- 0- 1804800- 1804800- 1478400- 0],54.104840890897435,1599.9250613299319,7.88397e+11,6.86264e-11,0,0
+
+arrays of value as string :  ['0', '0', '0', '0', '3', '3', '2', '0']
+resulted X configuration :  [0, 0, 0, 0, 3, 3, 2, 0]
+--- Reading the line : 220220-3-4,[2- 2- 0- 2- 2- 0- 3- 0- 0- 4- 0- 0- 0],[1363200- 1363200- 0- 1363200- 1363200- 0- 2208000- 0- 0- 2400001- 0- 0- 0],[2- 2- 0- 2- 2- 0- 3- 4],[1363200- 1363200- 0- 1363200- 1363200- 0- 2208000- 2400001],129.58812663928526,3556.9680384212033,1.65799e+12,7.81598e-11,0,0
+
+arrays of value as string :  ['2', '2', '0', '2', '2', '0', '3', '4']
+resulted X configuration :  [2, 2, 0, 2, 2, 0, 3, 4]
+--- Reading the line : 002020-4-2,[0- 0- 2- 0- 2- 0- 4- 0- 0- 2- 0- 0- 0],[0- 0- 1363200- 0- 1363200- 0- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 0- 2- 0- 2- 0- 4- 2],[0- 0- 1363200- 0- 1363200- 0- 2208001- 1766400],103.07348924994666,2898.770324511818,1.34828e+12,7.64481e-11,0,0
+
+arrays of value as string :  ['0', '0', '2', '0', '2', '0', '4', '2']
+resulted X configuration :  [0, 0, 2, 0, 2, 0, 4, 2]
+--- Reading the line : 303333-2-4,[3- 0- 3- 3- 3- 3- 2- 0- 0- 4- 0- 0- 0],[1804800- 0- 1804800- 1804800- 1804800- 1804800- 1478400- 0- 0- 2400001- 0- 0- 0],[3- 0- 3- 3- 3- 3- 2- 4],[1804800- 0- 1804800- 1804800- 1804800- 1804800- 1478400- 2400001],126.25817571996127,3485.799110022988,1.98467e+12,6.36167e-11,0,0
+
+arrays of value as string :  ['3', '0', '3', '3', '3', '3', '2', '4']
+resulted X configuration :  [3, 0, 3, 3, 3, 3, 2, 4]
+--- Reading the line : 002220-4-4,[0- 0- 2- 2- 2- 0- 4- 0- 0- 4- 0- 0- 0],[0- 0- 1363200- 1363200- 1363200- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 2- 2- 2- 0- 4- 4],[0- 0- 1363200- 1363200- 1363200- 0- 2208001- 2400001],129.94310477762588,3562.3844066829265,1.58113e+12,8.21837e-11,0,0
+
+arrays of value as string :  ['0', '0', '2', '2', '2', '0', '4', '4']
+resulted X configuration :  [0, 0, 2, 2, 2, 0, 4, 4]
+--- Reading the line : 022200-4-0,[0- 2- 2- 2- 0- 0- 4- 0- 0- 0- 0- 0- 0],[0- 1363200- 1363200- 1363200- 0- 0- 2208001- 0- 0- 0- 0- 0- 0],[0- 2- 2- 2- 0- 0- 4- 0],[0- 1363200- 1363200- 1363200- 0- 0- 2208001- 0],72.2049608159738,2079.732935280328,8.82117e+11,8.18542e-11,0,0
+
+arrays of value as string :  ['0', '2', '2', '2', '0', '0', '4', '0']
+resulted X configuration :  [0, 2, 2, 2, 0, 0, 4, 0]
+--- Reading the line : 404004-2-4,[4- 0- 4- 0- 0- 4- 2- 0- 0- 4- 0- 0- 0],[1804801- 0- 1804801- 0- 0- 1804801- 1478400- 0- 0- 2400001- 0- 0- 0],[4- 0- 4- 0- 0- 4- 2- 4],[1804801- 0- 1804801- 0- 0- 1804801- 1478400- 2400001],120.95279431054139,3350.0398451903675,1.66495e+12,7.26465e-11,0,0
+
+arrays of value as string :  ['4', '0', '4', '0', '0', '4', '2', '4']
+resulted X configuration :  [4, 0, 4, 0, 0, 4, 2, 4]
+--- Reading the line : 202022-4-3,[2- 0- 2- 0- 2- 2- 4- 0- 0- 3- 0- 0- 0],[1363200- 0- 1363200- 0- 1363200- 1363200- 2208001- 0- 0- 2400000- 0- 0- 0],[2- 0- 2- 0- 2- 2- 4- 3],[1363200- 0- 1363200- 0- 1363200- 1363200- 2208001- 2400000],119.44218790148284,3312.7018938820406,1.81745e+12,6.57197e-11,0,0
+
+arrays of value as string :  ['2', '0', '2', '0', '2', '2', '4', '3']
+resulted X configuration :  [2, 0, 2, 0, 2, 2, 4, 3]
+--- Reading the line : 404040-4-3,[4- 0- 4- 0- 4- 0- 4- 0- 0- 3- 0- 0- 0],[1804801- 0- 1804801- 0- 1804801- 0- 2208001- 0- 0- 2400000- 0- 0- 0],[4- 0- 4- 0- 4- 0- 4- 3],[1804801- 0- 1804801- 0- 1804801- 0- 2208001- 2400000],127.04557181432335,3505.3754237871926,1.59658e+12,7.95736e-11,0,0
+
+arrays of value as string :  ['4', '0', '4', '0', '4', '0', '4', '3']
+resulted X configuration :  [4, 0, 4, 0, 4, 0, 4, 3]
+--- Reading the line : 003303-1-0,[0- 0- 3- 3- 0- 3- 1- 0- 0- 0- 0- 0- 0],[0- 0- 1804800- 1804800- 0- 1804800- 652800- 0- 0- 0- 0- 0- 0],[0- 0- 3- 3- 0- 3- 1- 0],[0- 0- 1804800- 1804800- 0- 1804800- 652800- 0],49.980549763118695,1472.3523000249127,6.83081e+11,7.31693e-11,0,0
+
+arrays of value as string :  ['0', '0', '3', '3', '0', '3', '1', '0']
+resulted X configuration :  [0, 0, 3, 3, 0, 3, 1, 0]
+--- Reading the line : 444004-0-4,[4- 4- 4- 0- 0- 4- 0- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 1804801- 0- 0- 1804801- 0- 0- 0- 2400001- 0- 0- 0],[4- 4- 4- 0- 0- 4- 0- 4],[1804801- 1804801- 1804801- 0- 0- 1804801- 0- 2400001],117.8648030406168,3270.2431387318493,1.44859e+12,8.13652e-11,0,0
+
+arrays of value as string :  ['4', '4', '4', '0', '0', '4', '0', '4']
+resulted X configuration :  [4, 4, 4, 0, 0, 4, 0, 4]
+--- Reading the line : 040404-1-4,[0- 4- 0- 4- 0- 4- 1- 0- 0- 4- 0- 0- 0],[0- 1804801- 0- 1804801- 0- 1804801- 652800- 0- 0- 2400001- 0- 0- 0],[0- 4- 0- 4- 0- 4- 1- 4],[0- 1804801- 0- 1804801- 0- 1804801- 652800- 2400001],125.15775603461633,3444.4802183093198,1.47227e+12,8.50101e-11,0,0
+
+arrays of value as string :  ['0', '4', '0', '4', '0', '4', '1', '4']
+resulted X configuration :  [0, 4, 0, 4, 0, 4, 1, 4]
+--- Reading the line : 303333-4-3,[3- 0- 3- 3- 3- 3- 4- 0- 0- 3- 0- 0- 0],[1804800- 0- 1804800- 1804800- 1804800- 1804800- 2208001- 0- 0- 2400000- 0- 0- 0],[3- 0- 3- 3- 3- 3- 4- 3],[1804800- 0- 1804800- 1804800- 1804800- 1804800- 2208001- 2400000],123.22410203566457,3404.093723122925,1.965e+12,6.27095e-11,0,0
+
+arrays of value as string :  ['3', '0', '3', '3', '3', '3', '4', '3']
+resulted X configuration :  [3, 0, 3, 3, 3, 3, 4, 3]
+--- Reading the line : 300030-2-0,[3- 0- 0- 0- 3- 0- 2- 0- 0- 0- 0- 0- 0],[1804800- 0- 0- 0- 1804800- 0- 1478400- 0- 0- 0- 0- 0- 0],[3- 0- 0- 0- 3- 0- 2- 0],[1804800- 0- 0- 0- 1804800- 0- 1478400- 0],40.943974221201245,1221.8811875493238,5.75531e+11,7.11412e-11,0,0
+
+arrays of value as string :  ['3', '0', '0', '0', '3', '0', '2', '0']
+resulted X configuration :  [3, 0, 0, 0, 3, 0, 2, 0]
+--- Reading the line : 000010-4-4,[0- 0- 0- 0- 1- 0- 4- 0- 0- 4- 0- 0- 0],[0- 0- 0- 0- 576000- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 0- 0- 1- 0- 4- 4],[0- 0- 0- 0- 576000- 0- 2208001- 2400001],124.49782353771671,3431.6977528379366,1.49756e+12,8.31338e-11,0,0
+
+arrays of value as string :  ['0', '0', '0', '0', '1', '0', '4', '4']
+resulted X configuration :  [0, 0, 0, 0, 1, 0, 4, 4]
+--- Reading the line : 011111-1-0,[0- 1- 1- 1- 1- 1- 1- 0- 0- 0- 0- 0- 0],[0- 576000- 576000- 576000- 576000- 576000- 652800- 0- 0- 0- 0- 0- 0],[0- 1- 1- 1- 1- 1- 1- 0],[0- 576000- 576000- 576000- 576000- 576000- 652800- 0],33.512872368931006,1001.5650893185502,4.60083e+11,7.28409e-11,0,0
+
+arrays of value as string :  ['0', '1', '1', '1', '1', '1', '1', '0']
+resulted X configuration :  [0, 1, 1, 1, 1, 1, 1, 0]
+--- Reading the line : 101101-4-1,[1- 0- 1- 1- 0- 1- 4- 0- 0- 1- 0- 0- 0],[576000- 0- 576000- 576000- 0- 576000- 2208001- 0- 0- 806400- 0- 0- 0],[1- 0- 1- 1- 0- 1- 4- 1],[576000- 0- 576000- 576000- 0- 576000- 2208001- 806400],94.75502718847952,2685.3589856511508,1.21935e+12,7.77095e-11,0,0
+
+arrays of value as string :  ['1', '0', '1', '1', '0', '1', '4', '1']
+resulted X configuration :  [1, 0, 1, 1, 0, 1, 4, 1]
+--- Reading the line : 033000-4-4,[0- 3- 3- 0- 0- 0- 4- 0- 0- 4- 0- 0- 0],[0- 1804800- 1804800- 0- 0- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 3- 3- 0- 0- 0- 4- 4],[0- 1804800- 1804800- 0- 0- 0- 2208001- 2400001],124.9545418787139,3451.8981559056037,1.53579e+12,8.13617e-11,0,0
+
+arrays of value as string :  ['0', '3', '3', '0', '0', '0', '4', '4']
+resulted X configuration :  [0, 3, 3, 0, 0, 0, 4, 4]
+--- Reading the line : 101001-4-0,[1- 0- 1- 0- 0- 1- 4- 0- 0- 0- 0- 0- 0],[576000- 0- 576000- 0- 0- 576000- 2208001- 0- 0- 0- 0- 0- 0],[1- 0- 1- 0- 0- 1- 4- 0],[576000- 0- 576000- 0- 0- 576000- 2208001- 0],70.61774785032962,2053.3443155191017,8.82944e+11,7.99799e-11,0,0
+
+arrays of value as string :  ['1', '0', '1', '0', '0', '1', '4', '0']
+resulted X configuration :  [1, 0, 1, 0, 0, 1, 4, 0]
+--- Reading the line : 330303-4-3,[3- 3- 0- 3- 0- 3- 4- 0- 0- 3- 0- 0- 0],[1804800- 1804800- 0- 1804800- 0- 1804800- 2208001- 0- 0- 2400000- 0- 0- 0],[3- 3- 0- 3- 0- 3- 4- 3],[1804800- 1804800- 0- 1804800- 0- 1804800- 2208001- 2400000],113.23647937398181,3161.5149228290675,1.82152e+12,6.21659e-11,0,0
+
+arrays of value as string :  ['3', '3', '0', '3', '0', '3', '4', '3']
+resulted X configuration :  [3, 3, 0, 3, 0, 3, 4, 3]
+--- Reading the line : 000011-4-4,[0- 0- 0- 0- 1- 1- 4- 0- 0- 4- 0- 0- 0],[0- 0- 0- 0- 576000- 576000- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 0- 0- 1- 1- 4- 4],[0- 0- 0- 0- 576000- 576000- 2208001- 2400001],123.94181535184126,3423.1111701147433,1.50239e+12,8.24964e-11,0,0
+
+arrays of value as string :  ['0', '0', '0', '0', '1', '1', '4', '4']
+resulted X configuration :  [0, 0, 0, 0, 1, 1, 4, 4]
+--- Reading the line : 044044-2-2,[0- 4- 4- 0- 4- 4- 2- 0- 0- 2- 0- 0- 0],[0- 1804801- 1804801- 0- 1804801- 1804801- 1478400- 0- 0- 1766400- 0- 0- 0],[0- 4- 4- 0- 4- 4- 2- 2],[0- 1804801- 1804801- 0- 1804801- 1804801- 1478400- 1766400],105.465025423966,2963.1042104076882,1.73062e+12,6.09406e-11,0,0
+
+arrays of value as string :  ['0', '4', '4', '0', '4', '4', '2', '2']
+resulted X configuration :  [0, 4, 4, 0, 4, 4, 2, 2]
  --- Substracting already tested configurations:
  --- Configuration:   [1, 0, 1, 1, 1, 1, 1, 0] appended to configuration candidates
  --- Configuration:   [1, 0, 1, 1, 1, 1, 4, 0] appended to configuration candidates
@@ -21913,7 +22475,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [1, 0, 1, 1, 1, 0, 1, 0] appended to configuration candidates
  --- Configuration:   [1, 0, 1, 1, 1, 0, 4, 0] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 4, 4, 0, 1, 0] appended to configuration candidates
- --- Configuration:   [4, 0, 4, 4, 4, 0, 4, 0] appended to configuration candidates
+ --- Configuration:   [4, 0, 4, 4, 4, 0, 4, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [1, 1, 1, 1, 0, 1, 0, 0] appended to configuration candidates
  --- Configuration:   [4, 4, 4, 4, 0, 4, 0, 0] appended to configuration candidates
  --- Configuration:   [1, 1, 1, 1, 1, 0, 1, 4] appended to configuration candidates
@@ -21976,7 +22538,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [3, 3, 3, 0, 3, 0, 0, 0] appended to configuration candidates
  --- Configuration:   [4, 4, 4, 0, 4, 0, 0, 0] appended to configuration candidates
  --- Configuration:   [4, 4, 4, 0, 4, 0, 0, 4] appended to configuration candidates
- --- Configuration:   [3, 0, 3, 3, 3, 0, 3, 0] appended to configuration candidates
+ --- Configuration:   [3, 0, 3, 3, 3, 0, 3, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [3, 0, 3, 3, 3, 0, 4, 0] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 4, 4, 0, 3, 0] appended to configuration candidates
  --- Configuration:   [2, 0, 2, 2, 2, 2, 0, 4] appended to configuration candidates
@@ -22025,7 +22587,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [4, 4, 0, 0, 4, 4, 3, 3] appended to configuration candidates
  --- Configuration:   [4, 4, 0, 0, 4, 4, 3, 4] appended to configuration candidates
  --- Configuration:   [4, 4, 0, 0, 4, 4, 4, 3] appended to configuration candidates
- --- Configuration:   [4, 4, 0, 0, 4, 4, 4, 4] appended to configuration candidates
+ --- Configuration:   [4, 4, 0, 0, 4, 4, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [1, 1, 1, 0, 1, 1, 2, 4] appended to configuration candidates
  --- Configuration:   [1, 1, 1, 0, 1, 1, 4, 2] appended to configuration candidates
  --- Configuration:   [1, 1, 1, 0, 1, 1, 4, 4] appended to configuration candidates
@@ -22081,7 +22643,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [2, 2, 2, 0, 2, 2, 4, 4] appended to configuration candidates
  --- Configuration:   [1, 1, 1, 1, 0, 1, 1, 4] appended to configuration candidates
  --- Configuration:   [1, 1, 1, 1, 0, 1, 4, 1] appended to configuration candidates
- --- Configuration:   [1, 1, 1, 1, 0, 1, 4, 4] appended to configuration candidates
+ --- Configuration:   [1, 1, 1, 1, 0, 1, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 2, 2, 0, 2, 2, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 2, 2, 0, 2, 2, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 2, 2, 0, 2, 2, 4, 4] appended to configuration candidates
@@ -22089,9 +22651,9 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 4, 4, 0, 4, 4, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 0, 4, 4, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 0, 4, 4, 4, 4] appended to configuration candidates
- --- Configuration:   [0, 0, 0, 0, 1, 1, 1, 4] appended to configuration candidates
+ --- Configuration:   [0, 0, 0, 0, 1, 1, 1, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 0, 0, 1, 1, 4, 1] appended to configuration candidates
- --- Configuration:   [0, 0, 0, 0, 1, 1, 4, 4] appended to configuration candidates
+ --- Configuration:   [0, 0, 0, 0, 1, 1, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 0, 0, 4, 4, 1, 1] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 0, 4, 4, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 0, 4, 4, 4, 1] appended to configuration candidates
@@ -22113,15 +22675,15 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [4, 4, 4, 0, 4, 4, 0, 4] appended to configuration candidates
  --- Configuration:   [2, 2, 2, 2, 2, 0, 3, 4] appended to configuration candidates
  --- Configuration:   [2, 2, 2, 2, 2, 0, 4, 3] NOT appended to configuration candidates, it has already been tested
- --- Configuration:   [2, 2, 2, 2, 2, 0, 4, 4] appended to configuration candidates
- --- Configuration:   [4, 4, 4, 4, 4, 0, 3, 3] appended to configuration candidates
+ --- Configuration:   [2, 2, 2, 2, 2, 0, 4, 4] NOT appended to configuration candidates, it has already been tested
+ --- Configuration:   [4, 4, 4, 4, 4, 0, 3, 3] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 4, 4, 4, 4, 0, 3, 4] appended to configuration candidates
  --- Configuration:   [4, 4, 4, 4, 4, 0, 4, 3] appended to configuration candidates
  --- Configuration:   [0, 3, 0, 3, 0, 0, 2, 0] appended to configuration candidates
  --- Configuration:   [0, 3, 0, 3, 0, 0, 4, 0] appended to configuration candidates
  --- Configuration:   [0, 4, 0, 4, 0, 0, 2, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 4, 0, 4, 0, 0, 4, 0] appended to configuration candidates
- --- Configuration:   [2, 2, 0, 2, 2, 0, 3, 4] appended to configuration candidates
+ --- Configuration:   [2, 2, 0, 2, 2, 0, 3, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [2, 2, 0, 2, 2, 0, 4, 3] appended to configuration candidates
  --- Configuration:   [2, 2, 0, 2, 2, 0, 4, 4] appended to configuration candidates
  --- Configuration:   [4, 4, 0, 4, 4, 0, 3, 3] appended to configuration candidates
@@ -22151,14 +22713,14 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [2, 2, 0, 2, 2, 2, 4, 0] appended to configuration candidates
  --- Configuration:   [4, 4, 0, 4, 4, 4, 2, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 4, 0, 4, 4, 4, 4, 0] appended to configuration candidates
- --- Configuration:   [1, 1, 0, 1, 0, 1, 1, 0] appended to configuration candidates
+ --- Configuration:   [1, 1, 0, 1, 0, 1, 1, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [1, 1, 0, 1, 0, 1, 4, 0] appended to configuration candidates
  --- Configuration:   [4, 4, 0, 4, 0, 4, 1, 0] appended to configuration candidates
  --- Configuration:   [4, 4, 0, 4, 0, 4, 4, 0] appended to configuration candidates
  --- Configuration:   [0, 1, 1, 0, 1, 0, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 1, 1, 0, 1, 0, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 1, 1, 0, 1, 0, 4, 4] appended to configuration candidates
- --- Configuration:   [0, 4, 4, 0, 4, 0, 1, 1] appended to configuration candidates
+ --- Configuration:   [0, 4, 4, 0, 4, 0, 1, 1] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 4, 4, 0, 4, 0, 1, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 4, 4, 0, 4, 0, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 0, 4, 0, 4, 4] appended to configuration candidates
@@ -22175,7 +22737,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [3, 3, 3, 3, 0, 0, 0, 4] appended to configuration candidates
  --- Configuration:   [3, 3, 3, 3, 0, 0, 0, 0] appended to configuration candidates
  --- Configuration:   [4, 4, 4, 4, 0, 0, 0, 0] appended to configuration candidates
- --- Configuration:   [4, 4, 4, 4, 0, 0, 0, 4] appended to configuration candidates
+ --- Configuration:   [4, 4, 4, 4, 0, 0, 0, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [1, 1, 1, 1, 1, 1, 3, 4] appended to configuration candidates
  --- Configuration:   [1, 1, 1, 1, 1, 1, 4, 3] appended to configuration candidates
  --- Configuration:   [1, 1, 0, 1, 0, 1, 0, 0] appended to configuration candidates
@@ -22183,7 +22745,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 0, 3, 3, 3, 3, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 3, 3, 3, 3, 4, 1] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 3, 3, 3, 3, 4, 4] appended to configuration candidates
- --- Configuration:   [0, 0, 4, 4, 4, 4, 1, 1] appended to configuration candidates
+ --- Configuration:   [0, 0, 4, 4, 4, 4, 1, 1] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 4, 4, 4, 4, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 4, 4, 4, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 4, 4, 4, 4, 4] NOT appended to configuration candidates, it has already been tested
@@ -22216,7 +22778,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 4, 4, 4, 4, 4, 4, 3] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 4, 4, 4, 4, 4] appended to configuration candidates
  --- Configuration:   [3, 0, 3, 3, 3, 3, 3, 4] appended to configuration candidates
- --- Configuration:   [3, 0, 3, 3, 3, 3, 4, 3] appended to configuration candidates
+ --- Configuration:   [3, 0, 3, 3, 3, 3, 4, 3] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [3, 0, 3, 3, 3, 3, 4, 4] appended to configuration candidates
  --- Configuration:   [1, 0, 1, 1, 1, 1, 3, 0] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 4, 4, 4, 3, 0] appended to configuration candidates
@@ -22255,7 +22817,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 0, 3, 3, 3, 3, 4, 3] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 4, 4, 4, 3, 3] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 4, 4, 4, 4, 3, 4] appended to configuration candidates
- --- Configuration:   [0, 0, 4, 4, 4, 4, 4, 3] appended to configuration candidates
+ --- Configuration:   [0, 0, 4, 4, 4, 4, 4, 3] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 1, 1, 1, 1, 1, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 1, 1, 1, 1, 1, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 4, 4, 4, 1, 1] appended to configuration candidates
@@ -22296,7 +22858,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [3, 0, 3, 3, 3, 3, 0, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 3, 3, 0, 3, 3, 1, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 3, 3, 0, 3, 3, 4, 1] appended to configuration candidates
- --- Configuration:   [0, 3, 3, 0, 3, 3, 4, 4] appended to configuration candidates
+ --- Configuration:   [0, 3, 3, 0, 3, 3, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 1, 1, 0, 1, 0, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 1, 1, 0, 1, 0, 4, 2] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 0, 4, 0, 2, 2] appended to configuration candidates
@@ -22323,7 +22885,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 4, 4, 4, 4, 0, 3, 3] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 4, 4, 4, 4, 0, 3, 4] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 4, 4, 0, 4, 3] appended to configuration candidates
- --- Configuration:   [2, 0, 0, 2, 0, 2, 3, 0] appended to configuration candidates
+ --- Configuration:   [2, 0, 0, 2, 0, 2, 3, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [2, 0, 0, 2, 0, 2, 4, 0] appended to configuration candidates
  --- Configuration:   [4, 0, 0, 4, 0, 4, 3, 0] appended to configuration candidates
  --- Configuration:   [4, 0, 0, 4, 0, 4, 4, 0] appended to configuration candidates
@@ -22336,7 +22898,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [4, 4, 0, 0, 4, 4, 3, 0] appended to configuration candidates
  --- Configuration:   [4, 4, 0, 0, 4, 4, 4, 0] appended to configuration candidates
  --- Configuration:   [2, 2, 2, 2, 0, 2, 2, 4] appended to configuration candidates
- --- Configuration:   [2, 2, 2, 2, 0, 2, 4, 2] appended to configuration candidates
+ --- Configuration:   [2, 2, 2, 2, 0, 2, 4, 2] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [2, 2, 2, 2, 0, 2, 4, 4] appended to configuration candidates
  --- Configuration:   [4, 4, 4, 4, 0, 4, 2, 2] appended to configuration candidates
  --- Configuration:   [4, 4, 4, 4, 0, 4, 2, 4] appended to configuration candidates
@@ -22371,7 +22933,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 0, 0, 4, 0, 0, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 1, 0, 1, 1, 0, 0, 4] appended to configuration candidates
  --- Configuration:   [0, 1, 0, 1, 1, 0, 0, 0] NOT appended to configuration candidates, it has already been tested
- --- Configuration:   [0, 4, 0, 4, 4, 0, 0, 0] appended to configuration candidates
+ --- Configuration:   [0, 4, 0, 4, 4, 0, 0, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 4, 0, 4, 4, 0, 0, 4] appended to configuration candidates
  --- Configuration:   [2, 2, 2, 2, 2, 0, 1, 4] appended to configuration candidates
  --- Configuration:   [2, 2, 2, 2, 2, 0, 4, 1] NOT appended to configuration candidates, it has already been tested
@@ -22391,7 +22953,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [4, 0, 4, 0, 4, 4, 2, 4] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 0, 4, 4, 4, 2] appended to configuration candidates
  --- Configuration:   [2, 0, 2, 0, 2, 2, 3, 4] appended to configuration candidates
- --- Configuration:   [2, 0, 2, 0, 2, 2, 4, 3] appended to configuration candidates
+ --- Configuration:   [2, 0, 2, 0, 2, 2, 4, 3] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [3, 0, 3, 3, 0, 0, 3, 4] appended to configuration candidates
  --- Configuration:   [3, 0, 3, 3, 0, 0, 4, 3] appended to configuration candidates
  --- Configuration:   [3, 0, 3, 3, 0, 0, 4, 4] appended to configuration candidates
@@ -22440,9 +23002,9 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 0, 3, 3, 3, 3, 4, 2] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 4, 4, 4, 2, 2] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 4, 4, 4, 4, 2, 4] appended to configuration candidates
- --- Configuration:   [0, 0, 4, 4, 4, 4, 4, 2] appended to configuration candidates
+ --- Configuration:   [0, 0, 4, 4, 4, 4, 4, 2] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [2, 2, 2, 0, 2, 2, 1, 0] appended to configuration candidates
- --- Configuration:   [2, 2, 2, 0, 2, 2, 4, 0] appended to configuration candidates
+ --- Configuration:   [2, 2, 2, 0, 2, 2, 4, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 4, 4, 0, 4, 4, 1, 0] appended to configuration candidates
  --- Configuration:   [0, 3, 3, 3, 3, 3, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 3, 3, 3, 3, 3, 4, 1] appended to configuration candidates
@@ -22474,7 +23036,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 4, 4, 4, 0, 0, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 4, 0, 0, 4, 2] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 4, 0, 0, 4, 4] appended to configuration candidates
- --- Configuration:   [3, 3, 0, 3, 3, 0, 3, 0] appended to configuration candidates
+ --- Configuration:   [3, 3, 0, 3, 3, 0, 3, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [3, 3, 0, 3, 3, 0, 4, 0] appended to configuration candidates
  --- Configuration:   [4, 4, 0, 4, 4, 0, 3, 0] appended to configuration candidates
  --- Configuration:   [4, 4, 0, 4, 4, 0, 4, 0] appended to configuration candidates
@@ -22498,7 +23060,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [2, 2, 2, 0, 0, 2, 0, 4] appended to configuration candidates
  --- Configuration:   [2, 2, 2, 0, 0, 2, 0, 0] appended to configuration candidates
  --- Configuration:   [4, 4, 4, 0, 0, 4, 0, 0] appended to configuration candidates
- --- Configuration:   [4, 4, 4, 0, 0, 4, 0, 4] appended to configuration candidates
+ --- Configuration:   [4, 4, 4, 0, 0, 4, 0, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 3, 0, 3, 3, 0, 3, 0] appended to configuration candidates
  --- Configuration:   [0, 3, 0, 3, 3, 0, 4, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 4, 0, 4, 4, 0, 3, 0] appended to configuration candidates
@@ -22526,11 +23088,11 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [1, 0, 1, 0, 1, 1, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 3, 3, 0, 3, 3, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 3, 3, 0, 3, 3, 4, 2] appended to configuration candidates
- --- Configuration:   [0, 4, 4, 0, 4, 4, 2, 2] appended to configuration candidates
+ --- Configuration:   [0, 4, 4, 0, 4, 4, 2, 2] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 4, 4, 0, 4, 4, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 0, 4, 4, 4, 2] appended to configuration candidates
  --- Configuration:   [3, 3, 0, 3, 0, 3, 3, 4] NOT appended to configuration candidates, it has already been tested
- --- Configuration:   [3, 3, 0, 3, 0, 3, 4, 3] appended to configuration candidates
+ --- Configuration:   [3, 3, 0, 3, 0, 3, 4, 3] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [3, 3, 0, 3, 0, 3, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 3, 0, 0, 3, 3, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 3, 0, 0, 3, 3, 4, 2] appended to configuration candidates
@@ -22557,7 +23119,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [4, 4, 4, 0, 4, 0, 4, 2] appended to configuration candidates
  --- Configuration:   [0, 0, 1, 1, 0, 1, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 1, 1, 0, 1, 4, 2] appended to configuration candidates
- --- Configuration:   [0, 0, 1, 1, 0, 1, 4, 4] appended to configuration candidates
+ --- Configuration:   [0, 0, 1, 1, 0, 1, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 4, 4, 0, 4, 2, 2] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 4, 0, 4, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 4, 0, 4, 4, 2] appended to configuration candidates
@@ -22567,7 +23129,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [1, 0, 1, 1, 1, 0, 0, 0] appended to configuration candidates
  --- Configuration:   [3, 0, 0, 0, 3, 3, 2, 4] appended to configuration candidates
  --- Configuration:   [3, 0, 0, 0, 3, 3, 4, 2] appended to configuration candidates
- --- Configuration:   [4, 0, 0, 0, 4, 4, 2, 2] appended to configuration candidates
+ --- Configuration:   [4, 0, 0, 0, 4, 4, 2, 2] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 0, 0, 0, 4, 4, 2, 4] appended to configuration candidates
  --- Configuration:   [4, 0, 0, 0, 4, 4, 4, 2] appended to configuration candidates
  --- Configuration:   [1, 1, 1, 1, 0, 1, 2, 4] appended to configuration candidates
@@ -22603,7 +23165,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [1, 1, 0, 1, 0, 0, 4, 1] appended to configuration candidates
  --- Configuration:   [1, 1, 0, 1, 0, 0, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 4, 0, 4, 0, 0, 1, 1] NOT appended to configuration candidates, it has already been tested
- --- Configuration:   [4, 4, 0, 4, 0, 0, 1, 4] appended to configuration candidates
+ --- Configuration:   [4, 4, 0, 4, 0, 0, 1, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 4, 0, 4, 0, 0, 4, 1] appended to configuration candidates
  --- Configuration:   [4, 4, 0, 4, 0, 0, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 1, 1, 0, 1, 1, 1, 0] appended to configuration candidates
@@ -22617,7 +23179,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 1, 0, 1, 0, 0, 0, 0] appended to configuration candidates
  --- Configuration:   [0, 4, 0, 4, 0, 0, 0, 0] appended to configuration candidates
  --- Configuration:   [2, 2, 2, 2, 0, 2, 3, 0] appended to configuration candidates
- --- Configuration:   [2, 2, 2, 2, 0, 2, 4, 0] appended to configuration candidates
+ --- Configuration:   [2, 2, 2, 2, 0, 2, 4, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 4, 4, 4, 0, 4, 3, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 4, 4, 4, 0, 4, 4, 0] appended to configuration candidates
  --- Configuration:   [2, 2, 2, 2, 2, 2, 3, 0] appended to configuration candidates
@@ -22669,10 +23231,10 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [2, 2, 0, 2, 0, 2, 0, 4] appended to configuration candidates
  --- Configuration:   [2, 2, 0, 2, 0, 2, 0, 0] appended to configuration candidates
  --- Configuration:   [4, 4, 0, 4, 0, 4, 0, 4] NOT appended to configuration candidates, it has already been tested
- --- Configuration:   [3, 3, 3, 0, 3, 0, 3, 4] appended to configuration candidates
- --- Configuration:   [3, 3, 3, 0, 3, 0, 4, 3] appended to configuration candidates
- --- Configuration:   [3, 3, 3, 0, 3, 0, 4, 4] appended to configuration candidates
- --- Configuration:   [2, 0, 2, 2, 2, 0, 3, 0] appended to configuration candidates
+ --- Configuration:   [3, 3, 3, 0, 3, 0, 3, 4] NOT appended to configuration candidates, it has already been tested
+ --- Configuration:   [3, 3, 3, 0, 3, 0, 4, 3] NOT appended to configuration candidates, it has already been tested
+ --- Configuration:   [3, 3, 3, 0, 3, 0, 4, 4] NOT appended to configuration candidates, it has already been tested
+ --- Configuration:   [2, 0, 2, 2, 2, 0, 3, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [2, 0, 2, 2, 2, 0, 4, 0] appended to configuration candidates
  --- Configuration:   [2, 2, 2, 0, 2, 0, 2, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [3, 3, 3, 3, 0, 3, 0, 4] appended to configuration candidates
@@ -22717,7 +23279,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [3, 3, 3, 3, 3, 0, 4, 4] appended to configuration candidates
  --- Configuration:   [1, 0, 1, 0, 1, 0, 2, 4] appended to configuration candidates
  --- Configuration:   [1, 0, 1, 0, 1, 0, 4, 2] appended to configuration candidates
- --- Configuration:   [1, 0, 1, 0, 1, 0, 4, 4] appended to configuration candidates
+ --- Configuration:   [1, 0, 1, 0, 1, 0, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 0, 4, 0, 4, 0, 2, 2] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 0, 4, 0, 2, 4] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 0, 4, 0, 4, 2] NOT appended to configuration candidates, it has already been tested
@@ -22738,7 +23300,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 2, 2, 2, 2, 2, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 2, 2, 2, 2, 2, 4, 4] appended to configuration candidates
  --- Configuration:   [1, 0, 1, 0, 0, 1, 3, 0] appended to configuration candidates
- --- Configuration:   [1, 0, 1, 0, 0, 1, 4, 0] appended to configuration candidates
+ --- Configuration:   [1, 0, 1, 0, 0, 1, 4, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 0, 4, 0, 0, 4, 3, 0] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 0, 0, 4, 4, 0] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 0, 0, 0, 0, 0] appended to configuration candidates
@@ -22799,7 +23361,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [3, 3, 0, 3, 0, 3, 1, 4] appended to configuration candidates
  --- Configuration:   [3, 3, 0, 3, 0, 3, 4, 1] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 2, 2, 2, 0, 2, 2, 4] appended to configuration candidates
- --- Configuration:   [0, 2, 2, 2, 0, 2, 4, 2] appended to configuration candidates
+ --- Configuration:   [0, 2, 2, 2, 0, 2, 4, 2] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 2, 2, 2, 0, 2, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 4, 0, 4, 2, 2] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 4, 0, 4, 2, 4] appended to configuration candidates
@@ -22816,7 +23378,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [4, 0, 4, 4, 4, 4, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 0, 2, 2, 2, 0, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 2, 2, 2, 0, 4, 1] appended to configuration candidates
- --- Configuration:   [0, 0, 2, 2, 2, 0, 4, 4] appended to configuration candidates
+ --- Configuration:   [0, 0, 2, 2, 2, 0, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 4, 4, 4, 0, 1, 1] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 4, 4, 0, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 4, 4, 0, 4, 1] appended to configuration candidates
@@ -22901,7 +23463,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 2, 2, 2, 2, 0, 0, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 2, 2, 2, 2, 0, 0, 0] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 4, 4, 0, 0, 4] appended to configuration candidates
- --- Configuration:   [2, 2, 2, 2, 0, 0, 1, 4] appended to configuration candidates
+ --- Configuration:   [2, 2, 2, 2, 0, 0, 1, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [2, 2, 2, 2, 0, 0, 4, 1] appended to configuration candidates
  --- Configuration:   [2, 2, 2, 2, 0, 0, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 2, 2, 2, 2, 0, 2, 4] NOT appended to configuration candidates, it has already been tested
@@ -22938,7 +23500,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [2, 2, 2, 2, 2, 0, 2, 0] appended to configuration candidates
  --- Configuration:   [3, 3, 0, 0, 3, 3, 0, 4] appended to configuration candidates
  --- Configuration:   [3, 3, 0, 0, 3, 3, 0, 0] appended to configuration candidates
- --- Configuration:   [3, 0, 0, 3, 3, 3, 1, 4] appended to configuration candidates
+ --- Configuration:   [3, 0, 0, 3, 3, 3, 1, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [3, 0, 0, 3, 3, 3, 4, 1] appended to configuration candidates
  --- Configuration:   [4, 0, 0, 4, 4, 4, 1, 1] appended to configuration candidates
  --- Configuration:   [4, 0, 0, 4, 4, 4, 1, 4] appended to configuration candidates
@@ -22950,12 +23512,12 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 4, 0, 4, 0, 0, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 4, 0, 4, 0, 0, 4, 2] appended to configuration candidates
  --- Configuration:   [0, 4, 0, 4, 0, 0, 4, 4] appended to configuration candidates
- --- Configuration:   [1, 1, 1, 0, 1, 1, 2, 0] appended to configuration candidates
+ --- Configuration:   [1, 1, 1, 0, 1, 1, 2, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [1, 0, 1, 1, 0, 1, 1, 4] appended to configuration candidates
- --- Configuration:   [1, 0, 1, 1, 0, 1, 4, 1] appended to configuration candidates
+ --- Configuration:   [1, 0, 1, 1, 0, 1, 4, 1] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [2, 0, 2, 2, 2, 2, 1, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [2, 0, 2, 2, 2, 2, 4, 1] appended to configuration candidates
- --- Configuration:   [3, 0, 3, 3, 3, 3, 2, 4] appended to configuration candidates
+ --- Configuration:   [3, 0, 3, 3, 3, 3, 2, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [3, 0, 3, 3, 3, 3, 4, 2] appended to configuration candidates
  --- Configuration:   [0, 2, 2, 0, 0, 2, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 2, 2, 0, 0, 2, 4, 2] appended to configuration candidates
@@ -22993,7 +23555,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [4, 4, 0, 0, 0, 0, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 3, 0, 0, 3, 3, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 3, 0, 0, 3, 4, 3] appended to configuration candidates
- --- Configuration:   [0, 0, 3, 0, 0, 3, 4, 4] appended to configuration candidates
+ --- Configuration:   [0, 0, 3, 0, 0, 3, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 4, 0, 0, 4, 3, 3] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 0, 0, 4, 3, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 0, 0, 4, 4, 3] appended to configuration candidates
@@ -23063,8 +23625,8 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 0, 0, 1, 1, 0, 4, 3] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 1, 1, 0, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 4, 4, 0, 3, 3] appended to configuration candidates
- --- Configuration:   [0, 0, 0, 4, 4, 0, 3, 4] appended to configuration candidates
- --- Configuration:   [0, 0, 0, 4, 4, 0, 4, 3] appended to configuration candidates
+ --- Configuration:   [0, 0, 0, 4, 4, 0, 3, 4] NOT appended to configuration candidates, it has already been tested
+ --- Configuration:   [0, 0, 0, 4, 4, 0, 4, 3] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 0, 4, 4, 0, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 3, 3, 3, 3, 0, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 3, 3, 3, 3, 0, 4, 2] appended to configuration candidates
@@ -23087,7 +23649,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 2, 0, 2, 0, 0, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 2, 0, 2, 0, 0, 4, 2] appended to configuration candidates
  --- Configuration:   [0, 2, 0, 2, 0, 0, 4, 4] appended to configuration candidates
- --- Configuration:   [0, 0, 1, 0, 1, 1, 2, 0] appended to configuration candidates
+ --- Configuration:   [0, 0, 1, 0, 1, 1, 2, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 4, 0, 4, 4, 2, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [2, 0, 2, 0, 0, 0, 1, 4] appended to configuration candidates
  --- Configuration:   [2, 0, 2, 0, 0, 0, 4, 1] appended to configuration candidates
@@ -23150,7 +23712,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [3, 0, 3, 0, 0, 0, 2, 4] appended to configuration candidates
  --- Configuration:   [3, 0, 3, 0, 0, 0, 4, 2] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 0, 0, 0, 2, 2] appended to configuration candidates
- --- Configuration:   [4, 0, 4, 0, 0, 0, 2, 4] appended to configuration candidates
+ --- Configuration:   [4, 0, 4, 0, 0, 0, 2, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 0, 4, 0, 0, 0, 4, 2] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 0, 0, 1, 3, 0] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 0, 0, 1, 4, 0] appended to configuration candidates
@@ -23183,8 +23745,8 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 3, 0, 3, 0, 3, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 3, 0, 3, 0, 3, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 4, 0, 4, 0, 4, 1, 1] appended to configuration candidates
- --- Configuration:   [0, 4, 0, 4, 0, 4, 1, 4] appended to configuration candidates
- --- Configuration:   [0, 4, 0, 4, 0, 4, 4, 1] appended to configuration candidates
+ --- Configuration:   [0, 4, 0, 4, 0, 4, 1, 4] NOT appended to configuration candidates, it has already been tested
+ --- Configuration:   [0, 4, 0, 4, 0, 4, 4, 1] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 4, 0, 4, 0, 4, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 2, 2, 2, 2, 2, 2, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 2, 2, 2, 2, 2, 4, 2] appended to configuration candidates
@@ -23268,7 +23830,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [1, 1, 0, 0, 0, 0, 4, 1] appended to configuration candidates
  --- Configuration:   [1, 1, 0, 0, 0, 0, 4, 4] appended to configuration candidates
  --- Configuration:   [4, 4, 0, 0, 0, 0, 1, 1] appended to configuration candidates
- --- Configuration:   [4, 4, 0, 0, 0, 0, 1, 4] appended to configuration candidates
+ --- Configuration:   [4, 4, 0, 0, 0, 0, 1, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 4, 0, 0, 0, 0, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 0, 1, 1, 0, 1, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 1, 1, 0, 1, 4, 1] appended to configuration candidates
@@ -23301,7 +23863,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 0, 4, 4, 4, 4, 1, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 4, 4, 4, 4, 4, 0] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 1, 1, 1, 0, 0] appended to configuration candidates
- --- Configuration:   [3, 3, 3, 0, 3, 3, 2, 0] appended to configuration candidates
+ --- Configuration:   [3, 3, 3, 0, 3, 3, 2, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [3, 3, 3, 0, 3, 3, 4, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 2, 0, 2, 0, 0, 2, 0] appended to configuration candidates
  --- Configuration:   [0, 2, 0, 2, 0, 0, 4, 0] NOT appended to configuration candidates, it has already been tested
@@ -23348,7 +23910,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 0, 1, 0, 0, 0, 4, 0] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 0, 0, 0, 3, 0] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 0, 0, 0, 4, 0] appended to configuration candidates
- --- Configuration:   [3, 0, 0, 0, 3, 0, 2, 0] appended to configuration candidates
+ --- Configuration:   [3, 0, 0, 0, 3, 0, 2, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [3, 0, 0, 0, 3, 0, 4, 0] appended to configuration candidates
  --- Configuration:   [4, 0, 0, 0, 4, 0, 2, 0] appended to configuration candidates
  --- Configuration:   [4, 0, 0, 0, 4, 0, 4, 0] appended to configuration candidates
@@ -23368,7 +23930,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [3, 0, 3, 0, 0, 0, 3, 4] appended to configuration candidates
  --- Configuration:   [3, 0, 3, 0, 0, 0, 4, 3] appended to configuration candidates
  --- Configuration:   [0, 2, 0, 0, 0, 2, 2, 4] appended to configuration candidates
- --- Configuration:   [0, 2, 0, 0, 0, 2, 4, 2] appended to configuration candidates
+ --- Configuration:   [0, 2, 0, 0, 0, 2, 4, 2] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 2, 0, 0, 0, 2, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 4, 0, 0, 0, 4, 2, 2] appended to configuration candidates
  --- Configuration:   [0, 4, 0, 0, 0, 4, 2, 4] appended to configuration candidates
@@ -23399,12 +23961,12 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [1, 0, 0, 0, 0, 0, 2, 4] appended to configuration candidates
  --- Configuration:   [1, 0, 0, 0, 0, 0, 4, 2] appended to configuration candidates
  --- Configuration:   [1, 0, 0, 0, 0, 0, 4, 4] appended to configuration candidates
- --- Configuration:   [4, 0, 0, 0, 0, 0, 2, 2] appended to configuration candidates
+ --- Configuration:   [4, 0, 0, 0, 0, 0, 2, 2] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 0, 0, 0, 0, 0, 2, 4] appended to configuration candidates
  --- Configuration:   [4, 0, 0, 0, 0, 0, 4, 2] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 0, 1, 0, 3, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 0, 1, 0, 4, 3] appended to configuration candidates
- --- Configuration:   [0, 0, 0, 0, 1, 0, 4, 4] appended to configuration candidates
+ --- Configuration:   [0, 0, 0, 0, 1, 0, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 0, 0, 4, 0, 3, 3] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 0, 4, 0, 3, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 0, 4, 0, 4, 3] appended to configuration candidates
@@ -23446,7 +24008,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [2, 0, 2, 2, 0, 0, 4, 3] appended to configuration candidates
  --- Configuration:   [2, 0, 2, 2, 0, 0, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 3, 3, 0, 3, 2, 4] appended to configuration candidates
- --- Configuration:   [0, 0, 3, 3, 0, 3, 4, 2] appended to configuration candidates
+ --- Configuration:   [0, 0, 3, 3, 0, 3, 4, 2] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [3, 3, 0, 0, 3, 3, 3, 4] appended to configuration candidates
  --- Configuration:   [3, 3, 0, 0, 3, 3, 4, 3] appended to configuration candidates
  --- Configuration:   [1, 0, 0, 0, 0, 1, 1, 4] NOT appended to configuration candidates, it has already been tested
@@ -23490,7 +24052,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 0, 0, 0, 2, 0, 0, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 0, 0, 4, 0, 0, 0] appended to configuration candidates
  --- Configuration:   [0, 1, 1, 1, 0, 0, 2, 4] appended to configuration candidates
- --- Configuration:   [0, 1, 1, 1, 0, 0, 4, 2] appended to configuration candidates
+ --- Configuration:   [0, 1, 1, 1, 0, 0, 4, 2] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [2, 2, 2, 0, 0, 2, 1, 4] appended to configuration candidates
  --- Configuration:   [2, 2, 2, 0, 0, 2, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 1, 0, 0, 0, 0, 3, 4] appended to configuration candidates
@@ -23507,7 +24069,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [4, 0, 0, 4, 0, 0, 4, 2] appended to configuration candidates
  --- Configuration:   [0, 1, 1, 0, 1, 1, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 1, 1, 0, 1, 1, 4, 2] appended to configuration candidates
- --- Configuration:   [2, 0, 0, 0, 2, 0, 1, 0] appended to configuration candidates
+ --- Configuration:   [2, 0, 0, 0, 2, 0, 1, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [2, 0, 0, 0, 2, 0, 4, 0] appended to configuration candidates
  --- Configuration:   [4, 0, 0, 0, 4, 0, 1, 0] appended to configuration candidates
  --- Configuration:   [0, 0, 2, 0, 2, 2, 2, 4] appended to configuration candidates
@@ -23540,7 +24102,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 4, 4, 4, 0, 4, 3, 4] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 4, 0, 4, 4, 3] appended to configuration candidates
  --- Configuration:   [0, 2, 2, 2, 0, 0, 2, 0] appended to configuration candidates
- --- Configuration:   [0, 2, 2, 2, 0, 0, 4, 0] appended to configuration candidates
+ --- Configuration:   [0, 2, 2, 2, 0, 0, 4, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 4, 4, 4, 0, 0, 2, 0] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 4, 0, 0, 4, 0] appended to configuration candidates
  --- Configuration:   [0, 1, 0, 0, 0, 0, 2, 4] appended to configuration candidates
@@ -23549,7 +24111,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 4, 0, 0, 0, 0, 2, 4] appended to configuration candidates
  --- Configuration:   [0, 4, 0, 0, 0, 0, 4, 2] appended to configuration candidates
  --- Configuration:   [0, 0, 1, 1, 1, 0, 2, 4] appended to configuration candidates
- --- Configuration:   [0, 0, 1, 1, 1, 0, 4, 2] appended to configuration candidates
+ --- Configuration:   [0, 0, 1, 1, 1, 0, 4, 2] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 1, 1, 1, 0, 4, 4] appended to configuration candidates
  --- Configuration:   [1, 1, 0, 1, 0, 0, 2, 4] appended to configuration candidates
  --- Configuration:   [1, 1, 0, 1, 0, 0, 4, 2] appended to configuration candidates
@@ -23564,7 +24126,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 0, 4, 0, 0, 0, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 3, 3, 0, 0, 0, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 3, 3, 0, 0, 0, 4, 1] appended to configuration candidates
- --- Configuration:   [0, 3, 3, 0, 0, 0, 4, 4] appended to configuration candidates
+ --- Configuration:   [0, 3, 3, 0, 0, 0, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 4, 4, 0, 0, 0, 1, 1] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 0, 0, 0, 1, 4] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 0, 0, 0, 4, 1] appended to configuration candidates
@@ -23576,12 +24138,12 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [1, 0, 0, 1, 0, 1, 1, 0] appended to configuration candidates
  --- Configuration:   [4, 0, 0, 4, 0, 4, 1, 0] appended to configuration candidates
  --- Configuration:   [1, 1, 1, 0, 0, 1, 1, 0] appended to configuration candidates
- --- Configuration:   [0, 1, 1, 1, 1, 1, 1, 0] appended to configuration candidates
+ --- Configuration:   [0, 1, 1, 1, 1, 1, 1, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [2, 0, 2, 0, 2, 0, 3, 4] appended to configuration candidates
  --- Configuration:   [2, 0, 2, 0, 2, 0, 4, 3] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 0, 4, 0, 3, 3] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 0, 4, 0, 3, 4] appended to configuration candidates
- --- Configuration:   [4, 0, 4, 0, 4, 0, 4, 3] appended to configuration candidates
+ --- Configuration:   [4, 0, 4, 0, 4, 0, 4, 3] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [1, 1, 1, 1, 0, 0, 3, 0] appended to configuration candidates
  --- Configuration:   [1, 1, 1, 1, 0, 0, 4, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [3, 0, 3, 0, 0, 3, 3, 0] appended to configuration candidates
@@ -23602,7 +24164,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [2, 0, 2, 0, 0, 2, 4, 2] appended to configuration candidates
  --- Configuration:   [2, 0, 2, 0, 0, 2, 4, 4] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 0, 0, 4, 2, 2] appended to configuration candidates
- --- Configuration:   [4, 0, 4, 0, 0, 4, 2, 4] appended to configuration candidates
+ --- Configuration:   [4, 0, 4, 0, 0, 4, 2, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 0, 4, 0, 0, 4, 4, 2] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 0, 0, 4, 4, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 1, 0, 1, 1, 0, 2, 0] appended to configuration candidates
@@ -23648,7 +24210,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 1, 1, 1, 0, 1, 1, 0] appended to configuration candidates
  --- Configuration:   [0, 1, 1, 1, 0, 1, 4, 0] appended to configuration candidates
  --- Configuration:   [0, 4, 4, 4, 0, 4, 1, 0] appended to configuration candidates
- --- Configuration:   [0, 0, 0, 0, 3, 3, 2, 0] appended to configuration candidates
+ --- Configuration:   [0, 0, 0, 0, 3, 3, 2, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 0, 0, 3, 3, 4, 0] appended to configuration candidates
  --- Configuration:   [0, 0, 0, 0, 4, 4, 2, 0] appended to configuration candidates
  --- Configuration:   [0, 0, 2, 2, 2, 0, 2, 0] appended to configuration candidates
@@ -23671,7 +24233,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [4, 0, 4, 4, 0, 0, 1, 1] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 4, 0, 0, 1, 4] appended to configuration candidates
  --- Configuration:   [4, 0, 4, 4, 0, 0, 4, 1] appended to configuration candidates
- --- Configuration:   [0, 0, 3, 3, 0, 3, 1, 0] appended to configuration candidates
+ --- Configuration:   [0, 0, 3, 3, 0, 3, 1, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 3, 3, 0, 3, 4, 0] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 4, 0, 4, 1, 0] appended to configuration candidates
  --- Configuration:   [3, 0, 3, 0, 3, 0, 3, 4] appended to configuration candidates
@@ -23690,7 +24252,7 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 2, 2, 2, 0, 0, 4, 1] appended to configuration candidates
  --- Configuration:   [0, 2, 2, 2, 0, 0, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 2, 0, 2, 0, 2, 4] appended to configuration candidates
- --- Configuration:   [0, 0, 2, 0, 2, 0, 4, 2] appended to configuration candidates
+ --- Configuration:   [0, 0, 2, 0, 2, 0, 4, 2] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [0, 0, 2, 0, 2, 0, 4, 4] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 0, 4, 0, 2, 2] appended to configuration candidates
  --- Configuration:   [0, 0, 4, 0, 4, 0, 2, 4] appended to configuration candidates
@@ -23726,8 +24288,8 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [4, 0, 0, 4, 0, 4, 2, 4] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [4, 0, 0, 4, 0, 4, 4, 2] appended to configuration candidates
  --- Configuration:   [3, 3, 0, 0, 0, 3, 1, 0] appended to configuration candidates
- --- Configuration:   [3, 3, 0, 0, 0, 3, 4, 0] appended to configuration candidates
- --- Configuration:   [1, 0, 1, 1, 0, 1, 1, 0] appended to configuration candidates
+ --- Configuration:   [3, 3, 0, 0, 0, 3, 4, 0] NOT appended to configuration candidates, it has already been tested
+ --- Configuration:   [1, 0, 1, 1, 0, 1, 1, 0] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [1, 1, 0, 0, 1, 0, 3, 4] appended to configuration candidates
  --- Configuration:   [1, 1, 0, 0, 1, 0, 4, 3] NOT appended to configuration candidates, it has already been tested
  --- Configuration:   [1, 1, 0, 0, 1, 0, 4, 4] NOT appended to configuration candidates, it has already been tested
@@ -23736,75 +24298,75 @@ resulted X configuration :  [2, 0, 2, 0, 0, 2, 3, 0]
  --- Configuration:   [0, 2, 0, 0, 2, 0, 1, 0] appended to configuration candidates
  --- Configuration:   [0, 2, 0, 0, 2, 0, 4, 0] appended to configuration candidates
  --- Selecting 70 configurations and writing in file
---- Retained value to add in file: [2, 0, 0, 2, 0, 2, 3, 0]
---- Retained value to add in file: [4, 0, 4, 0, 0, 0, 2, 4]
---- Retained value to add in file: [0, 1, 1, 1, 0, 0, 4, 2]
---- Retained value to add in file: [0, 0, 1, 1, 0, 1, 4, 4]
---- Retained value to add in file: [3, 3, 0, 0, 0, 3, 4, 0]
---- Retained value to add in file: [0, 0, 3, 3, 0, 3, 4, 2]
---- Retained value to add in file: [0, 0, 4, 4, 4, 4, 4, 2]
---- Retained value to add in file: [1, 1, 1, 1, 0, 1, 4, 4]
---- Retained value to add in file: [3, 3, 3, 0, 3, 0, 3, 4]
---- Retained value to add in file: [2, 2, 2, 2, 0, 0, 1, 4]
---- Retained value to add in file: [2, 0, 2, 2, 2, 0, 3, 0]
---- Retained value to add in file: [0, 4, 4, 0, 4, 0, 1, 1]
---- Retained value to add in file: [3, 0, 3, 3, 3, 0, 3, 0]
---- Retained value to add in file: [0, 4, 0, 4, 0, 4, 4, 1]
---- Retained value to add in file: [4, 4, 0, 0, 0, 0, 1, 4]
---- Retained value to add in file: [0, 4, 0, 4, 4, 0, 0, 0]
---- Retained value to add in file: [0, 0, 4, 4, 4, 4, 4, 3]
---- Retained value to add in file: [2, 2, 2, 2, 0, 2, 4, 0]
---- Retained value to add in file: [3, 3, 3, 0, 3, 0, 4, 4]
---- Retained value to add in file: [0, 0, 0, 4, 4, 0, 3, 4]
---- Retained value to add in file: [0, 0, 0, 4, 4, 0, 4, 3]
---- Retained value to add in file: [1, 0, 1, 1, 0, 1, 1, 0]
---- Retained value to add in file: [0, 2, 0, 0, 0, 2, 4, 2]
---- Retained value to add in file: [0, 2, 2, 2, 0, 2, 4, 2]
---- Retained value to add in file: [0, 0, 1, 1, 1, 0, 4, 2]
---- Retained value to add in file: [1, 1, 0, 1, 0, 1, 1, 0]
---- Retained value to add in file: [1, 1, 1, 0, 1, 1, 2, 0]
---- Retained value to add in file: [3, 3, 0, 3, 3, 0, 3, 0]
---- Retained value to add in file: [0, 0, 0, 0, 1, 1, 1, 4]
---- Retained value to add in file: [2, 0, 0, 0, 2, 0, 1, 0]
---- Retained value to add in file: [3, 3, 3, 0, 3, 0, 4, 3]
---- Retained value to add in file: [4, 4, 4, 4, 0, 0, 0, 4]
---- Retained value to add in file: [4, 4, 0, 4, 0, 0, 1, 4]
---- Retained value to add in file: [2, 2, 2, 2, 2, 0, 4, 4]
---- Retained value to add in file: [4, 0, 0, 0, 0, 0, 2, 2]
---- Retained value to add in file: [0, 0, 1, 0, 1, 1, 2, 0]
---- Retained value to add in file: [0, 0, 3, 0, 0, 3, 4, 4]
---- Retained value to add in file: [2, 2, 2, 2, 0, 2, 4, 2]
---- Retained value to add in file: [2, 2, 2, 0, 2, 2, 4, 0]
---- Retained value to add in file: [4, 0, 4, 4, 4, 0, 4, 0]
---- Retained value to add in file: [3, 3, 3, 0, 3, 3, 2, 0]
---- Retained value to add in file: [1, 0, 1, 0, 1, 0, 4, 4]
---- Retained value to add in file: [0, 3, 3, 0, 3, 3, 4, 4]
---- Retained value to add in file: [0, 0, 4, 4, 4, 4, 1, 1]
---- Retained value to add in file: [3, 0, 0, 3, 3, 3, 1, 4]
---- Retained value to add in file: [4, 4, 4, 4, 4, 0, 3, 3]
---- Retained value to add in file: [4, 0, 0, 0, 4, 4, 2, 2]
---- Retained value to add in file: [4, 4, 0, 0, 4, 4, 4, 4]
---- Retained value to add in file: [0, 0, 0, 0, 3, 3, 2, 0]
---- Retained value to add in file: [2, 2, 0, 2, 2, 0, 3, 4]
---- Retained value to add in file: [0, 0, 2, 0, 2, 0, 4, 2]
---- Retained value to add in file: [3, 0, 3, 3, 3, 3, 2, 4]
---- Retained value to add in file: [0, 0, 2, 2, 2, 0, 4, 4]
---- Retained value to add in file: [0, 2, 2, 2, 0, 0, 4, 0]
---- Retained value to add in file: [4, 0, 4, 0, 0, 4, 2, 4]
---- Retained value to add in file: [2, 0, 2, 0, 2, 2, 4, 3]
---- Retained value to add in file: [4, 0, 4, 0, 4, 0, 4, 3]
---- Retained value to add in file: [0, 0, 3, 3, 0, 3, 1, 0]
---- Retained value to add in file: [4, 4, 4, 0, 0, 4, 0, 4]
---- Retained value to add in file: [0, 4, 0, 4, 0, 4, 1, 4]
---- Retained value to add in file: [3, 0, 3, 3, 3, 3, 4, 3]
---- Retained value to add in file: [3, 0, 0, 0, 3, 0, 2, 0]
---- Retained value to add in file: [0, 0, 0, 0, 1, 0, 4, 4]
---- Retained value to add in file: [0, 1, 1, 1, 1, 1, 1, 0]
---- Retained value to add in file: [1, 0, 1, 1, 0, 1, 4, 1]
---- Retained value to add in file: [0, 3, 3, 0, 0, 0, 4, 4]
---- Retained value to add in file: [1, 0, 1, 0, 0, 1, 4, 0]
---- Retained value to add in file: [3, 3, 0, 3, 0, 3, 4, 3]
---- Retained value to add in file: [0, 0, 0, 0, 1, 1, 4, 4]
---- Retained value to add in file: [0, 4, 4, 0, 4, 4, 2, 2]
+--- Retained value to add in file: [4, 0, 0, 0, 0, 4, 3, 3]
+--- Retained value to add in file: [0, 1, 0, 1, 0, 0, 1, 0]
+--- Retained value to add in file: [0, 4, 0, 4, 4, 4, 3, 4]
+--- Retained value to add in file: [0, 2, 2, 2, 2, 2, 1, 4]
+--- Retained value to add in file: [0, 3, 0, 0, 3, 3, 0, 0]
+--- Retained value to add in file: [0, 3, 0, 3, 3, 0, 3, 0]
+--- Retained value to add in file: [3, 0, 3, 3, 0, 0, 4, 3]
+--- Retained value to add in file: [0, 1, 1, 1, 1, 1, 4, 3]
+--- Retained value to add in file: [0, 0, 0, 0, 0, 0, 2, 0]
+--- Retained value to add in file: [4, 0, 4, 4, 0, 0, 3, 4]
+--- Retained value to add in file: [0, 4, 0, 0, 4, 4, 4, 2]
+--- Retained value to add in file: [0, 0, 0, 0, 2, 2, 4, 2]
+--- Retained value to add in file: [1, 0, 1, 0, 1, 1, 1, 4]
+--- Retained value to add in file: [0, 0, 2, 0, 2, 2, 3, 4]
+--- Retained value to add in file: [3, 3, 3, 3, 0, 3, 0, 0]
+--- Retained value to add in file: [0, 4, 4, 4, 4, 4, 4, 1]
+--- Retained value to add in file: [4, 4, 4, 4, 4, 4, 2, 0]
+--- Retained value to add in file: [3, 3, 3, 3, 3, 0, 3, 0]
+--- Retained value to add in file: [3, 3, 0, 3, 3, 3, 0, 0]
+--- Retained value to add in file: [4, 0, 4, 0, 0, 0, 1, 4]
+--- Retained value to add in file: [0, 4, 0, 0, 0, 0, 1, 1]
+--- Retained value to add in file: [2, 0, 2, 0, 0, 0, 4, 4]
+--- Retained value to add in file: [4, 4, 0, 0, 0, 0, 4, 3]
+--- Retained value to add in file: [0, 4, 4, 0, 0, 0, 2, 4]
+--- Retained value to add in file: [0, 4, 4, 0, 0, 0, 1, 1]
+--- Retained value to add in file: [2, 2, 2, 0, 0, 0, 4, 1]
+--- Retained value to add in file: [1, 1, 1, 0, 1, 0, 4, 1]
+--- Retained value to add in file: [0, 0, 0, 0, 0, 0, 1, 1]
+--- Retained value to add in file: [0, 0, 4, 0, 4, 4, 3, 0]
+--- Retained value to add in file: [0, 1, 0, 1, 1, 0, 0, 4]
+--- Retained value to add in file: [0, 1, 1, 0, 1, 0, 4, 4]
+--- Retained value to add in file: [0, 0, 2, 2, 0, 0, 3, 4]
+--- Retained value to add in file: [2, 2, 0, 0, 0, 0, 4, 3]
+--- Retained value to add in file: [0, 1, 0, 0, 1, 1, 1, 0]
+--- Retained value to add in file: [1, 1, 0, 1, 1, 1, 0, 0]
+--- Retained value to add in file: [4, 0, 0, 4, 4, 4, 4, 1]
+--- Retained value to add in file: [0, 0, 3, 3, 3, 0, 3, 4]
+--- Retained value to add in file: [4, 4, 0, 0, 0, 0, 3, 4]
+--- Retained value to add in file: [2, 2, 2, 0, 2, 2, 4, 1]
+--- Retained value to add in file: [1, 1, 1, 0, 0, 0, 4, 0]
+--- Retained value to add in file: [0, 0, 0, 2, 0, 0, 4, 4]
+--- Retained value to add in file: [0, 2, 0, 2, 0, 0, 4, 4]
+--- Retained value to add in file: [0, 0, 0, 4, 4, 0, 3, 3]
+--- Retained value to add in file: [0, 0, 0, 0, 4, 4, 4, 3]
+--- Retained value to add in file: [0, 3, 0, 3, 3, 3, 4, 1]
+--- Retained value to add in file: [0, 1, 1, 0, 1, 0, 1, 4]
+--- Retained value to add in file: [2, 2, 2, 0, 2, 2, 2, 0]
+--- Retained value to add in file: [0, 4, 0, 4, 4, 4, 4, 1]
+--- Retained value to add in file: [1, 0, 0, 1, 0, 1, 4, 1]
+--- Retained value to add in file: [3, 0, 3, 3, 3, 0, 0, 0]
+--- Retained value to add in file: [0, 1, 1, 1, 1, 0, 2, 4]
+--- Retained value to add in file: [0, 1, 0, 0, 1, 0, 1, 0]
+--- Retained value to add in file: [4, 4, 0, 0, 0, 0, 1, 1]
+--- Retained value to add in file: [3, 0, 0, 3, 0, 0, 4, 2]
+--- Retained value to add in file: [0, 0, 0, 1, 0, 0, 4, 2]
+--- Retained value to add in file: [0, 3, 0, 3, 0, 0, 2, 0]
+--- Retained value to add in file: [0, 0, 0, 0, 0, 0, 3, 0]
+--- Retained value to add in file: [1, 0, 0, 0, 1, 1, 0, 0]
+--- Retained value to add in file: [1, 1, 0, 0, 1, 1, 4, 2]
+--- Retained value to add in file: [4, 4, 4, 0, 0, 4, 4, 1]
+--- Retained value to add in file: [1, 0, 0, 1, 0, 1, 2, 4]
+--- Retained value to add in file: [4, 0, 0, 4, 4, 4, 4, 2]
+--- Retained value to add in file: [4, 0, 4, 4, 4, 4, 0, 0]
+--- Retained value to add in file: [0, 1, 0, 0, 0, 0, 1, 0]
+--- Retained value to add in file: [0, 0, 4, 0, 4, 0, 4, 1]
+--- Retained value to add in file: [0, 4, 0, 0, 0, 0, 2, 2]
+--- Retained value to add in file: [1, 1, 0, 1, 1, 1, 2, 0]
+--- Retained value to add in file: [4, 4, 4, 0, 0, 4, 4, 4]
+--- Retained value to add in file: [4, 0, 0, 0, 0, 0, 4, 0]
+--- Retained value to add in file: [4, 4, 0, 4, 0, 4, 1, 4]
 --- Number of configurations generated =  70
 --- Outpuf file =  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/input_configurations_file.csv
diff --git a/experiment_automatization/experiment_log_file.txt b/experiment_automatization/experiment_log_file.txt
index d62dd253fe663fa38ee17239e966a42c3fa515c3..393ed436a28fa0873af069415c3eed63262ce3d9 100755
--- a/experiment_automatization/experiment_log_file.txt
+++ b/experiment_automatization/experiment_log_file.txt
@@ -5,314 +5,379 @@
 --- Loading experiment_process_for_a_single_configuration.sh library .... 
 ---  --- experiment_process_for_a_single_configuration.sh correctly loaded. 
 --- First step : setting the charge stop level value
+adbd is already running as root
 --- The configuration file does not have the suitable format, we save it to and replace with the correct one
 --- Before move command mv /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/input_configurations_file.csv  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/input_configurations_file__no_suitable_format
 --- After move command 
 --- Reading header configurations and 
 --- Creating the file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/input_configurations_file__finally_used.csv
- -- Cleaning phone format of configuration >[2- 0- 0- 2- 0- 2- 3- 0]<
- ----- Generic format: [2- 0- 0- 2- 0- 2- 3- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [1363200- 0- 0- 1363200- 0- 1363200- 2208000- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [1363200- 0- 0- 1363200- 0- 1363200- 2208000- 0]
- -- Cleaning phone format of configuration >[4- 0- 4- 0- 0- 0- 2- 4]<
- ----- Generic format: [4- 0- 4- 0- 0- 0- 2- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804801- 0- 1804801- 0- 0- 0- 1478400- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1804801- 0- 1804801- 0- 0- 0- 1478400- 2400001]
- -- Cleaning phone format of configuration >[0- 1- 1- 1- 0- 0- 4- 2]<
- ----- Generic format: [0- 1- 1- 1- 0- 0- 4- 0- 0- 2- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 576000- 576000- 576000- 0- 0- 2208001- 0- 0- 1766400- 0- 0- 0]
- -- Exact frequencies: [0- 576000- 576000- 576000- 0- 0- 2208001- 1766400]
- -- Cleaning phone format of configuration >[0- 0- 1- 1- 0- 1- 4- 4]<
- ----- Generic format: [0- 0- 1- 1- 0- 1- 4- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 576000- 576000- 0- 576000- 2208001- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [0- 0- 576000- 576000- 0- 576000- 2208001- 2400001]
- -- Cleaning phone format of configuration >[3- 3- 0- 0- 0- 3- 4- 0]<
- ----- Generic format: [3- 3- 0- 0- 0- 3- 4- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804800- 1804800- 0- 0- 0- 1804800- 2208001- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [1804800- 1804800- 0- 0- 0- 1804800- 2208001- 0]
- -- Cleaning phone format of configuration >[0- 0- 3- 3- 0- 3- 4- 2]<
- ----- Generic format: [0- 0- 3- 3- 0- 3- 4- 0- 0- 2- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 1804800- 1804800- 0- 1804800- 2208001- 0- 0- 1766400- 0- 0- 0]
- -- Exact frequencies: [0- 0- 1804800- 1804800- 0- 1804800- 2208001- 1766400]
- -- Cleaning phone format of configuration >[0- 0- 4- 4- 4- 4- 4- 2]<
- ----- Generic format: [0- 0- 4- 4- 4- 4- 4- 0- 0- 2- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 0- 0- 1766400- 0- 0- 0]
- -- Exact frequencies: [0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 1766400]
- -- Cleaning phone format of configuration >[1- 1- 1- 1- 0- 1- 4- 4]<
- ----- Generic format: [1- 1- 1- 1- 0- 1- 4- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [576000- 576000- 576000- 576000- 0- 576000- 2208001- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [576000- 576000- 576000- 576000- 0- 576000- 2208001- 2400001]
- -- Cleaning phone format of configuration >[3- 3- 3- 0- 3- 0- 3- 4]<
- ----- Generic format: [3- 3- 3- 0- 3- 0- 3- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804800- 1804800- 1804800- 0- 1804800- 0- 2208000- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1804800- 1804800- 1804800- 0- 1804800- 0- 2208000- 2400001]
- -- Cleaning phone format of configuration >[2- 2- 2- 2- 0- 0- 1- 4]<
- ----- Generic format: [2- 2- 2- 2- 0- 0- 1- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1363200- 1363200- 1363200- 1363200- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1363200- 1363200- 1363200- 1363200- 0- 0- 652800- 2400001]
- -- Cleaning phone format of configuration >[2- 0- 2- 2- 2- 0- 3- 0]<
- ----- Generic format: [2- 0- 2- 2- 2- 0- 3- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [1363200- 0- 1363200- 1363200- 1363200- 0- 2208000- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [1363200- 0- 1363200- 1363200- 1363200- 0- 2208000- 0]
- -- Cleaning phone format of configuration >[0- 4- 4- 0- 4- 0- 1- 1]<
- ----- Generic format: [0- 4- 4- 0- 4- 0- 1- 0- 0- 1- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 1804801- 1804801- 0- 1804801- 0- 652800- 0- 0- 806400- 0- 0- 0]
- -- Exact frequencies: [0- 1804801- 1804801- 0- 1804801- 0- 652800- 806400]
- -- Cleaning phone format of configuration >[3- 0- 3- 3- 3- 0- 3- 0]<
- ----- Generic format: [3- 0- 3- 3- 3- 0- 3- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804800- 0- 1804800- 1804800- 1804800- 0- 2208000- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [1804800- 0- 1804800- 1804800- 1804800- 0- 2208000- 0]
- -- Cleaning phone format of configuration >[0- 4- 0- 4- 0- 4- 4- 1]<
- ----- Generic format: [0- 4- 0- 4- 0- 4- 4- 0- 0- 1- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 1804801- 0- 1804801- 0- 1804801- 2208001- 0- 0- 806400- 0- 0- 0]
- -- Exact frequencies: [0- 1804801- 0- 1804801- 0- 1804801- 2208001- 806400]
- -- Cleaning phone format of configuration >[4- 4- 0- 0- 0- 0- 1- 4]<
- ----- Generic format: [4- 4- 0- 0- 0- 0- 1- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804801- 1804801- 0- 0- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1804801- 1804801- 0- 0- 0- 0- 652800- 2400001]
- -- Cleaning phone format of configuration >[0- 4- 0- 4- 4- 0- 0- 0]<
- ----- Generic format: [0- 4- 0- 4- 4- 0- 0- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 1804801- 0- 1804801- 1804801- 0- 0- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [0- 1804801- 0- 1804801- 1804801- 0- 0- 0]
- -- Cleaning phone format of configuration >[0- 0- 4- 4- 4- 4- 4- 3]<
- ----- Generic format: [0- 0- 4- 4- 4- 4- 4- 0- 0- 3- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 0- 0- 2400000- 0- 0- 0]
- -- Exact frequencies: [0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 2400000]
- -- Cleaning phone format of configuration >[2- 2- 2- 2- 0- 2- 4- 0]<
- ----- Generic format: [2- 2- 2- 2- 0- 2- 4- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0]
- -- Cleaning phone format of configuration >[3- 3- 3- 0- 3- 0- 4- 4]<
- ----- Generic format: [3- 3- 3- 0- 3- 0- 4- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 2400001]
- -- Cleaning phone format of configuration >[0- 0- 0- 4- 4- 0- 3- 4]<
- ----- Generic format: [0- 0- 0- 4- 4- 0- 3- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 0- 1804801- 1804801- 0- 2208000- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [0- 0- 0- 1804801- 1804801- 0- 2208000- 2400001]
- -- Cleaning phone format of configuration >[0- 0- 0- 4- 4- 0- 4- 3]<
- ----- Generic format: [0- 0- 0- 4- 4- 0- 4- 0- 0- 3- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 0- 1804801- 1804801- 0- 2208001- 0- 0- 2400000- 0- 0- 0]
- -- Exact frequencies: [0- 0- 0- 1804801- 1804801- 0- 2208001- 2400000]
- -- Cleaning phone format of configuration >[1- 0- 1- 1- 0- 1- 1- 0]<
- ----- Generic format: [1- 0- 1- 1- 0- 1- 1- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [576000- 0- 576000- 576000- 0- 576000- 652800- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [576000- 0- 576000- 576000- 0- 576000- 652800- 0]
- -- Cleaning phone format of configuration >[0- 2- 0- 0- 0- 2- 4- 2]<
- ----- Generic format: [0- 2- 0- 0- 0- 2- 4- 0- 0- 2- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 1363200- 0- 0- 0- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0]
- -- Exact frequencies: [0- 1363200- 0- 0- 0- 1363200- 2208001- 1766400]
- -- Cleaning phone format of configuration >[0- 2- 2- 2- 0- 2- 4- 2]<
- ----- Generic format: [0- 2- 2- 2- 0- 2- 4- 0- 0- 2- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0]
- -- Exact frequencies: [0- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 1766400]
- -- Cleaning phone format of configuration >[0- 0- 1- 1- 1- 0- 4- 2]<
- ----- Generic format: [0- 0- 1- 1- 1- 0- 4- 0- 0- 2- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 576000- 576000- 576000- 0- 2208001- 0- 0- 1766400- 0- 0- 0]
- -- Exact frequencies: [0- 0- 576000- 576000- 576000- 0- 2208001- 1766400]
- -- Cleaning phone format of configuration >[1- 1- 0- 1- 0- 1- 1- 0]<
- ----- Generic format: [1- 1- 0- 1- 0- 1- 1- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [576000- 576000- 0- 576000- 0- 576000- 652800- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [576000- 576000- 0- 576000- 0- 576000- 652800- 0]
- -- Cleaning phone format of configuration >[1- 1- 1- 0- 1- 1- 2- 0]<
- ----- Generic format: [1- 1- 1- 0- 1- 1- 2- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [576000- 576000- 576000- 0- 576000- 576000- 1478400- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [576000- 576000- 576000- 0- 576000- 576000- 1478400- 0]
- -- Cleaning phone format of configuration >[3- 3- 0- 3- 3- 0- 3- 0]<
- ----- Generic format: [3- 3- 0- 3- 3- 0- 3- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804800- 1804800- 0- 1804800- 1804800- 0- 2208000- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [1804800- 1804800- 0- 1804800- 1804800- 0- 2208000- 0]
- -- Cleaning phone format of configuration >[0- 0- 0- 0- 1- 1- 1- 4]<
- ----- Generic format: [0- 0- 0- 0- 1- 1- 1- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 0- 0- 576000- 576000- 652800- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [0- 0- 0- 0- 576000- 576000- 652800- 2400001]
- -- Cleaning phone format of configuration >[2- 0- 0- 0- 2- 0- 1- 0]<
- ----- Generic format: [2- 0- 0- 0- 2- 0- 1- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [1363200- 0- 0- 0- 1363200- 0- 652800- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [1363200- 0- 0- 0- 1363200- 0- 652800- 0]
- -- Cleaning phone format of configuration >[3- 3- 3- 0- 3- 0- 4- 3]<
- ----- Generic format: [3- 3- 3- 0- 3- 0- 4- 0- 0- 3- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 0- 0- 2400000- 0- 0- 0]
- -- Exact frequencies: [1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 2400000]
- -- Cleaning phone format of configuration >[4- 4- 4- 4- 0- 0- 0- 4]<
- ----- Generic format: [4- 4- 4- 4- 0- 0- 0- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804801- 1804801- 1804801- 1804801- 0- 0- 0- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1804801- 1804801- 1804801- 1804801- 0- 0- 0- 2400001]
- -- Cleaning phone format of configuration >[4- 4- 0- 4- 0- 0- 1- 4]<
- ----- Generic format: [4- 4- 0- 4- 0- 0- 1- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804801- 1804801- 0- 1804801- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1804801- 1804801- 0- 1804801- 0- 0- 652800- 2400001]
- -- Cleaning phone format of configuration >[2- 2- 2- 2- 2- 0- 4- 4]<
- ----- Generic format: [2- 2- 2- 2- 2- 0- 4- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1363200- 1363200- 1363200- 1363200- 1363200- 0- 2208001- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1363200- 1363200- 1363200- 1363200- 1363200- 0- 2208001- 2400001]
- -- Cleaning phone format of configuration >[4- 0- 0- 0- 0- 0- 2- 2]<
- ----- Generic format: [4- 0- 0- 0- 0- 0- 2- 0- 0- 2- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804801- 0- 0- 0- 0- 0- 1478400- 0- 0- 1766400- 0- 0- 0]
- -- Exact frequencies: [1804801- 0- 0- 0- 0- 0- 1478400- 1766400]
- -- Cleaning phone format of configuration >[0- 0- 1- 0- 1- 1- 2- 0]<
- ----- Generic format: [0- 0- 1- 0- 1- 1- 2- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 576000- 0- 576000- 576000- 1478400- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [0- 0- 576000- 0- 576000- 576000- 1478400- 0]
- -- Cleaning phone format of configuration >[0- 0- 3- 0- 0- 3- 4- 4]<
- ----- Generic format: [0- 0- 3- 0- 0- 3- 4- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 1804800- 0- 0- 1804800- 2208001- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [0- 0- 1804800- 0- 0- 1804800- 2208001- 2400001]
- -- Cleaning phone format of configuration >[2- 2- 2- 2- 0- 2- 4- 2]<
- ----- Generic format: [2- 2- 2- 2- 0- 2- 4- 0- 0- 2- 0- 0- 0]
- -- Generic format with exact frequencies:  [1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0]
- -- Exact frequencies: [1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 1766400]
- -- Cleaning phone format of configuration >[2- 2- 2- 0- 2- 2- 4- 0]<
- ----- Generic format: [2- 2- 2- 0- 2- 2- 4- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [1363200- 1363200- 1363200- 0- 1363200- 1363200- 2208001- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [1363200- 1363200- 1363200- 0- 1363200- 1363200- 2208001- 0]
- -- Cleaning phone format of configuration >[4- 0- 4- 4- 4- 0- 4- 0]<
- ----- Generic format: [4- 0- 4- 4- 4- 0- 4- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804801- 0- 1804801- 1804801- 1804801- 0- 2208001- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [1804801- 0- 1804801- 1804801- 1804801- 0- 2208001- 0]
- -- Cleaning phone format of configuration >[3- 3- 3- 0- 3- 3- 2- 0]<
- ----- Generic format: [3- 3- 3- 0- 3- 3- 2- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804800- 1804800- 1804800- 0- 1804800- 1804800- 1478400- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [1804800- 1804800- 1804800- 0- 1804800- 1804800- 1478400- 0]
- -- Cleaning phone format of configuration >[1- 0- 1- 0- 1- 0- 4- 4]<
- ----- Generic format: [1- 0- 1- 0- 1- 0- 4- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [576000- 0- 576000- 0- 576000- 0- 2208001- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [576000- 0- 576000- 0- 576000- 0- 2208001- 2400001]
- -- Cleaning phone format of configuration >[0- 3- 3- 0- 3- 3- 4- 4]<
- ----- Generic format: [0- 3- 3- 0- 3- 3- 4- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 1804800- 1804800- 0- 1804800- 1804800- 2208001- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [0- 1804800- 1804800- 0- 1804800- 1804800- 2208001- 2400001]
- -- Cleaning phone format of configuration >[0- 0- 4- 4- 4- 4- 1- 1]<
- ----- Generic format: [0- 0- 4- 4- 4- 4- 1- 0- 0- 1- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 1804801- 1804801- 1804801- 1804801- 652800- 0- 0- 806400- 0- 0- 0]
- -- Exact frequencies: [0- 0- 1804801- 1804801- 1804801- 1804801- 652800- 806400]
- -- Cleaning phone format of configuration >[3- 0- 0- 3- 3- 3- 1- 4]<
- ----- Generic format: [3- 0- 0- 3- 3- 3- 1- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804800- 0- 0- 1804800- 1804800- 1804800- 652800- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1804800- 0- 0- 1804800- 1804800- 1804800- 652800- 2400001]
- -- Cleaning phone format of configuration >[4- 4- 4- 4- 4- 0- 3- 3]<
- ----- Generic format: [4- 4- 4- 4- 4- 0- 3- 0- 0- 3- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804801- 1804801- 1804801- 1804801- 1804801- 0- 2208000- 0- 0- 2400000- 0- 0- 0]
- -- Exact frequencies: [1804801- 1804801- 1804801- 1804801- 1804801- 0- 2208000- 2400000]
- -- Cleaning phone format of configuration >[4- 0- 0- 0- 4- 4- 2- 2]<
- ----- Generic format: [4- 0- 0- 0- 4- 4- 2- 0- 0- 2- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804801- 0- 0- 0- 1804801- 1804801- 1478400- 0- 0- 1766400- 0- 0- 0]
- -- Exact frequencies: [1804801- 0- 0- 0- 1804801- 1804801- 1478400- 1766400]
- -- Cleaning phone format of configuration >[4- 4- 0- 0- 4- 4- 4- 4]<
- ----- Generic format: [4- 4- 0- 0- 4- 4- 4- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804801- 1804801- 0- 0- 1804801- 1804801- 2208001- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1804801- 1804801- 0- 0- 1804801- 1804801- 2208001- 2400001]
- -- Cleaning phone format of configuration >[0- 0- 0- 0- 3- 3- 2- 0]<
- ----- Generic format: [0- 0- 0- 0- 3- 3- 2- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 0- 0- 1804800- 1804800- 1478400- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [0- 0- 0- 0- 1804800- 1804800- 1478400- 0]
- -- Cleaning phone format of configuration >[2- 2- 0- 2- 2- 0- 3- 4]<
- ----- Generic format: [2- 2- 0- 2- 2- 0- 3- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1363200- 1363200- 0- 1363200- 1363200- 0- 2208000- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1363200- 1363200- 0- 1363200- 1363200- 0- 2208000- 2400001]
- -- Cleaning phone format of configuration >[0- 0- 2- 0- 2- 0- 4- 2]<
- ----- Generic format: [0- 0- 2- 0- 2- 0- 4- 0- 0- 2- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 1363200- 0- 1363200- 0- 2208001- 0- 0- 1766400- 0- 0- 0]
- -- Exact frequencies: [0- 0- 1363200- 0- 1363200- 0- 2208001- 1766400]
- -- Cleaning phone format of configuration >[3- 0- 3- 3- 3- 3- 2- 4]<
- ----- Generic format: [3- 0- 3- 3- 3- 3- 2- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804800- 0- 1804800- 1804800- 1804800- 1804800- 1478400- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1804800- 0- 1804800- 1804800- 1804800- 1804800- 1478400- 2400001]
- -- Cleaning phone format of configuration >[0- 0- 2- 2- 2- 0- 4- 4]<
- ----- Generic format: [0- 0- 2- 2- 2- 0- 4- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 1363200- 1363200- 1363200- 0- 2208001- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [0- 0- 1363200- 1363200- 1363200- 0- 2208001- 2400001]
- -- Cleaning phone format of configuration >[0- 2- 2- 2- 0- 0- 4- 0]<
- ----- Generic format: [0- 2- 2- 2- 0- 0- 4- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 1363200- 1363200- 1363200- 0- 0- 2208001- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [0- 1363200- 1363200- 1363200- 0- 0- 2208001- 0]
- -- Cleaning phone format of configuration >[4- 0- 4- 0- 0- 4- 2- 4]<
- ----- Generic format: [4- 0- 4- 0- 0- 4- 2- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804801- 0- 1804801- 0- 0- 1804801- 1478400- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1804801- 0- 1804801- 0- 0- 1804801- 1478400- 2400001]
- -- Cleaning phone format of configuration >[2- 0- 2- 0- 2- 2- 4- 3]<
- ----- Generic format: [2- 0- 2- 0- 2- 2- 4- 0- 0- 3- 0- 0- 0]
- -- Generic format with exact frequencies:  [1363200- 0- 1363200- 0- 1363200- 1363200- 2208001- 0- 0- 2400000- 0- 0- 0]
- -- Exact frequencies: [1363200- 0- 1363200- 0- 1363200- 1363200- 2208001- 2400000]
- -- Cleaning phone format of configuration >[4- 0- 4- 0- 4- 0- 4- 3]<
- ----- Generic format: [4- 0- 4- 0- 4- 0- 4- 0- 0- 3- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804801- 0- 1804801- 0- 1804801- 0- 2208001- 0- 0- 2400000- 0- 0- 0]
- -- Exact frequencies: [1804801- 0- 1804801- 0- 1804801- 0- 2208001- 2400000]
- -- Cleaning phone format of configuration >[0- 0- 3- 3- 0- 3- 1- 0]<
- ----- Generic format: [0- 0- 3- 3- 0- 3- 1- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 1804800- 1804800- 0- 1804800- 652800- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [0- 0- 1804800- 1804800- 0- 1804800- 652800- 0]
- -- Cleaning phone format of configuration >[4- 4- 4- 0- 0- 4- 0- 4]<
- ----- Generic format: [4- 4- 4- 0- 0- 4- 0- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804801- 1804801- 1804801- 0- 0- 1804801- 0- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [1804801- 1804801- 1804801- 0- 0- 1804801- 0- 2400001]
- -- Cleaning phone format of configuration >[0- 4- 0- 4- 0- 4- 1- 4]<
- ----- Generic format: [0- 4- 0- 4- 0- 4- 1- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 1804801- 0- 1804801- 0- 1804801- 652800- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [0- 1804801- 0- 1804801- 0- 1804801- 652800- 2400001]
- -- Cleaning phone format of configuration >[3- 0- 3- 3- 3- 3- 4- 3]<
- ----- Generic format: [3- 0- 3- 3- 3- 3- 4- 0- 0- 3- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804800- 0- 1804800- 1804800- 1804800- 1804800- 2208001- 0- 0- 2400000- 0- 0- 0]
- -- Exact frequencies: [1804800- 0- 1804800- 1804800- 1804800- 1804800- 2208001- 2400000]
- -- Cleaning phone format of configuration >[3- 0- 0- 0- 3- 0- 2- 0]<
- ----- Generic format: [3- 0- 0- 0- 3- 0- 2- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804800- 0- 0- 0- 1804800- 0- 1478400- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [1804800- 0- 0- 0- 1804800- 0- 1478400- 0]
- -- Cleaning phone format of configuration >[0- 0- 0- 0- 1- 0- 4- 4]<
- ----- Generic format: [0- 0- 0- 0- 1- 0- 4- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 0- 0- 576000- 0- 2208001- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [0- 0- 0- 0- 576000- 0- 2208001- 2400001]
- -- Cleaning phone format of configuration >[0- 1- 1- 1- 1- 1- 1- 0]<
- ----- Generic format: [0- 1- 1- 1- 1- 1- 1- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 576000- 576000- 576000- 576000- 576000- 652800- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [0- 576000- 576000- 576000- 576000- 576000- 652800- 0]
- -- Cleaning phone format of configuration >[1- 0- 1- 1- 0- 1- 4- 1]<
- ----- Generic format: [1- 0- 1- 1- 0- 1- 4- 0- 0- 1- 0- 0- 0]
- -- Generic format with exact frequencies:  [576000- 0- 576000- 576000- 0- 576000- 2208001- 0- 0- 806400- 0- 0- 0]
- -- Exact frequencies: [576000- 0- 576000- 576000- 0- 576000- 2208001- 806400]
- -- Cleaning phone format of configuration >[0- 3- 3- 0- 0- 0- 4- 4]<
- ----- Generic format: [0- 3- 3- 0- 0- 0- 4- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 1804800- 1804800- 0- 0- 0- 2208001- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [0- 1804800- 1804800- 0- 0- 0- 2208001- 2400001]
- -- Cleaning phone format of configuration >[1- 0- 1- 0- 0- 1- 4- 0]<
- ----- Generic format: [1- 0- 1- 0- 0- 1- 4- 0- 0- 0- 0- 0- 0]
- -- Generic format with exact frequencies:  [576000- 0- 576000- 0- 0- 576000- 2208001- 0- 0- 0- 0- 0- 0]
- -- Exact frequencies: [576000- 0- 576000- 0- 0- 576000- 2208001- 0]
- -- Cleaning phone format of configuration >[3- 3- 0- 3- 0- 3- 4- 3]<
- ----- Generic format: [3- 3- 0- 3- 0- 3- 4- 0- 0- 3- 0- 0- 0]
- -- Generic format with exact frequencies:  [1804800- 1804800- 0- 1804800- 0- 1804800- 2208001- 0- 0- 2400000- 0- 0- 0]
- -- Exact frequencies: [1804800- 1804800- 0- 1804800- 0- 1804800- 2208001- 2400000]
- -- Cleaning phone format of configuration >[0- 0- 0- 0- 1- 1- 4- 4]<
- ----- Generic format: [0- 0- 0- 0- 1- 1- 4- 0- 0- 4- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 0- 0- 0- 576000- 576000- 2208001- 0- 0- 2400001- 0- 0- 0]
- -- Exact frequencies: [0- 0- 0- 0- 576000- 576000- 2208001- 2400001]
- -- Cleaning phone format of configuration >[0- 4- 4- 0- 4- 4- 2- 2]<
- ----- Generic format: [0- 4- 4- 0- 4- 4- 2- 0- 0- 2- 0- 0- 0]
- -- Generic format with exact frequencies:  [0- 1804801- 1804801- 0- 1804801- 1804801- 1478400- 0- 0- 1766400- 0- 0- 0]
- -- Exact frequencies: [0- 1804801- 1804801- 0- 1804801- 1804801- 1478400- 1766400]
+ -- Cleaning phone format of configuration >[4- 0- 0- 0- 0- 4- 3- 3]<
+ ----- Generic format: [4- 0- 0- 0- 0- 4- 3- 0- 0- 3- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 0- 0- 0- 0- 1804801- 2208000- 0- 0- 2400000- 0- 0- 0]
+ -- Exact frequencies: [1804801- 0- 0- 0- 0- 1804801- 2208000- 2400000]
+ -- Cleaning phone format of configuration >[0- 1- 0- 1- 0- 0- 1- 0]<
+ ----- Generic format: [0- 1- 0- 1- 0- 0- 1- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 576000- 0- 576000- 0- 0- 652800- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [0- 576000- 0- 576000- 0- 0- 652800- 0]
+ -- Cleaning phone format of configuration >[0- 4- 0- 4- 4- 4- 3- 4]<
+ ----- Generic format: [0- 4- 0- 4- 4- 4- 3- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1804801- 0- 1804801- 1804801- 1804801- 2208000- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [0- 1804801- 0- 1804801- 1804801- 1804801- 2208000- 2400001]
+ -- Cleaning phone format of configuration >[0- 2- 2- 2- 2- 2- 1- 4]<
+ ----- Generic format: [0- 2- 2- 2- 2- 2- 1- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1363200- 1363200- 1363200- 1363200- 1363200- 652800- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [0- 1363200- 1363200- 1363200- 1363200- 1363200- 652800- 2400001]
+ -- Cleaning phone format of configuration >[0- 3- 0- 0- 3- 3- 0- 0]<
+ ----- Generic format: [0- 3- 0- 0- 3- 3- 0- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1804800- 0- 0- 1804800- 1804800- 0- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [0- 1804800- 0- 0- 1804800- 1804800- 0- 0]
+ -- Cleaning phone format of configuration >[0- 3- 0- 3- 3- 0- 3- 0]<
+ ----- Generic format: [0- 3- 0- 3- 3- 0- 3- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1804800- 0- 1804800- 1804800- 0- 2208000- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [0- 1804800- 0- 1804800- 1804800- 0- 2208000- 0]
+ -- Cleaning phone format of configuration >[3- 0- 3- 3- 0- 0- 4- 3]<
+ ----- Generic format: [3- 0- 3- 3- 0- 0- 4- 0- 0- 3- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804800- 0- 1804800- 1804800- 0- 0- 2208001- 0- 0- 2400000- 0- 0- 0]
+ -- Exact frequencies: [1804800- 0- 1804800- 1804800- 0- 0- 2208001- 2400000]
+ -- Cleaning phone format of configuration >[0- 1- 1- 1- 1- 1- 4- 3]<
+ ----- Generic format: [0- 1- 1- 1- 1- 1- 4- 0- 0- 3- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 576000- 576000- 576000- 576000- 576000- 2208001- 0- 0- 2400000- 0- 0- 0]
+ -- Exact frequencies: [0- 576000- 576000- 576000- 576000- 576000- 2208001- 2400000]
+ -- Cleaning phone format of configuration >[0- 0- 0- 0- 0- 0- 2- 0]<
+ ----- Generic format: [0- 0- 0- 0- 0- 0- 2- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 0- 0- 0- 0- 1478400- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 0- 0- 0- 0- 1478400- 0]
+ -- Cleaning phone format of configuration >[4- 0- 4- 4- 0- 0- 3- 4]<
+ ----- Generic format: [4- 0- 4- 4- 0- 0- 3- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 0- 1804801- 1804801- 0- 0- 2208000- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [1804801- 0- 1804801- 1804801- 0- 0- 2208000- 2400001]
+ -- Cleaning phone format of configuration >[0- 4- 0- 0- 4- 4- 4- 2]<
+ ----- Generic format: [0- 4- 0- 0- 4- 4- 4- 0- 0- 2- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1804801- 0- 0- 1804801- 1804801- 2208001- 0- 0- 1766400- 0- 0- 0]
+ -- Exact frequencies: [0- 1804801- 0- 0- 1804801- 1804801- 2208001- 1766400]
+ -- Cleaning phone format of configuration >[0- 0- 0- 0- 2- 2- 4- 2]<
+ ----- Generic format: [0- 0- 0- 0- 2- 2- 4- 0- 0- 2- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 0- 0- 1363200- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 0- 0- 1363200- 1363200- 2208001- 1766400]
+ -- Cleaning phone format of configuration >[1- 0- 1- 0- 1- 1- 1- 4]<
+ ----- Generic format: [1- 0- 1- 0- 1- 1- 1- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [576000- 0- 576000- 0- 576000- 576000- 652800- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [576000- 0- 576000- 0- 576000- 576000- 652800- 2400001]
+ -- Cleaning phone format of configuration >[0- 0- 2- 0- 2- 2- 3- 4]<
+ ----- Generic format: [0- 0- 2- 0- 2- 2- 3- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 1363200- 0- 1363200- 1363200- 2208000- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 1363200- 0- 1363200- 1363200- 2208000- 2400001]
+ -- Cleaning phone format of configuration >[3- 3- 3- 3- 0- 3- 0- 0]<
+ ----- Generic format: [3- 3- 3- 3- 0- 3- 0- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804800- 1804800- 1804800- 1804800- 0- 1804800- 0- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [1804800- 1804800- 1804800- 1804800- 0- 1804800- 0- 0]
+ -- Cleaning phone format of configuration >[0- 4- 4- 4- 4- 4- 4- 1]<
+ ----- Generic format: [0- 4- 4- 4- 4- 4- 4- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1804801- 1804801- 1804801- 1804801- 1804801- 2208001- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [0- 1804801- 1804801- 1804801- 1804801- 1804801- 2208001- 806400]
+ -- Cleaning phone format of configuration >[4- 4- 4- 4- 4- 4- 2- 0]<
+ ----- Generic format: [4- 4- 4- 4- 4- 4- 2- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 1804801- 1804801- 1804801- 1804801- 1804801- 1478400- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [1804801- 1804801- 1804801- 1804801- 1804801- 1804801- 1478400- 0]
+ -- Cleaning phone format of configuration >[3- 3- 3- 3- 3- 0- 3- 0]<
+ ----- Generic format: [3- 3- 3- 3- 3- 0- 3- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804800- 1804800- 1804800- 1804800- 1804800- 0- 2208000- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [1804800- 1804800- 1804800- 1804800- 1804800- 0- 2208000- 0]
+ -- Cleaning phone format of configuration >[3- 3- 0- 3- 3- 3- 0- 0]<
+ ----- Generic format: [3- 3- 0- 3- 3- 3- 0- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804800- 1804800- 0- 1804800- 1804800- 1804800- 0- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [1804800- 1804800- 0- 1804800- 1804800- 1804800- 0- 0]
+ -- Cleaning phone format of configuration >[4- 0- 4- 0- 0- 0- 1- 4]<
+ ----- Generic format: [4- 0- 4- 0- 0- 0- 1- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 0- 1804801- 0- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [1804801- 0- 1804801- 0- 0- 0- 652800- 2400001]
+ -- Cleaning phone format of configuration >[0- 4- 0- 0- 0- 0- 1- 1]<
+ ----- Generic format: [0- 4- 0- 0- 0- 0- 1- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1804801- 0- 0- 0- 0- 652800- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [0- 1804801- 0- 0- 0- 0- 652800- 806400]
+ -- Cleaning phone format of configuration >[2- 0- 2- 0- 0- 0- 4- 4]<
+ ----- Generic format: [2- 0- 2- 0- 0- 0- 4- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1363200- 0- 1363200- 0- 0- 0- 2208001- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [1363200- 0- 1363200- 0- 0- 0- 2208001- 2400001]
+ -- Cleaning phone format of configuration >[4- 4- 0- 0- 0- 0- 4- 3]<
+ ----- Generic format: [4- 4- 0- 0- 0- 0- 4- 0- 0- 3- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 1804801- 0- 0- 0- 0- 2208001- 0- 0- 2400000- 0- 0- 0]
+ -- Exact frequencies: [1804801- 1804801- 0- 0- 0- 0- 2208001- 2400000]
+ -- Cleaning phone format of configuration >[0- 4- 4- 0- 0- 0- 2- 4]<
+ ----- Generic format: [0- 4- 4- 0- 0- 0- 2- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1804801- 1804801- 0- 0- 0- 1478400- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [0- 1804801- 1804801- 0- 0- 0- 1478400- 2400001]
+ -- Cleaning phone format of configuration >[0- 4- 4- 0- 0- 0- 1- 1]<
+ ----- Generic format: [0- 4- 4- 0- 0- 0- 1- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1804801- 1804801- 0- 0- 0- 652800- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [0- 1804801- 1804801- 0- 0- 0- 652800- 806400]
+ -- Cleaning phone format of configuration >[2- 2- 2- 0- 0- 0- 4- 1]<
+ ----- Generic format: [2- 2- 2- 0- 0- 0- 4- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1363200- 1363200- 1363200- 0- 0- 0- 2208001- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [1363200- 1363200- 1363200- 0- 0- 0- 2208001- 806400]
+ -- Cleaning phone format of configuration >[1- 1- 1- 0- 1- 0- 4- 1]<
+ ----- Generic format: [1- 1- 1- 0- 1- 0- 4- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [576000- 576000- 576000- 0- 576000- 0- 2208001- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [576000- 576000- 576000- 0- 576000- 0- 2208001- 806400]
+ -- Cleaning phone format of configuration >[0- 0- 0- 0- 0- 0- 1- 1]<
+ ----- Generic format: [0- 0- 0- 0- 0- 0- 1- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 0- 0- 0- 0- 652800- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 0- 0- 0- 0- 652800- 806400]
+ -- Cleaning phone format of configuration >[0- 0- 4- 0- 4- 4- 3- 0]<
+ ----- Generic format: [0- 0- 4- 0- 4- 4- 3- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 1804801- 0- 1804801- 1804801- 2208000- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 1804801- 0- 1804801- 1804801- 2208000- 0]
+ -- Cleaning phone format of configuration >[0- 1- 0- 1- 1- 0- 0- 4]<
+ ----- Generic format: [0- 1- 0- 1- 1- 0- 0- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 576000- 0- 576000- 576000- 0- 0- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [0- 576000- 0- 576000- 576000- 0- 0- 2400001]
+ -- Cleaning phone format of configuration >[0- 1- 1- 0- 1- 0- 4- 4]<
+ ----- Generic format: [0- 1- 1- 0- 1- 0- 4- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 576000- 576000- 0- 576000- 0- 2208001- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [0- 576000- 576000- 0- 576000- 0- 2208001- 2400001]
+ -- Cleaning phone format of configuration >[0- 0- 2- 2- 0- 0- 3- 4]<
+ ----- Generic format: [0- 0- 2- 2- 0- 0- 3- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 1363200- 1363200- 0- 0- 2208000- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 1363200- 1363200- 0- 0- 2208000- 2400001]
+ -- Cleaning phone format of configuration >[2- 2- 0- 0- 0- 0- 4- 3]<
+ ----- Generic format: [2- 2- 0- 0- 0- 0- 4- 0- 0- 3- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1363200- 1363200- 0- 0- 0- 0- 2208001- 0- 0- 2400000- 0- 0- 0]
+ -- Exact frequencies: [1363200- 1363200- 0- 0- 0- 0- 2208001- 2400000]
+ -- Cleaning phone format of configuration >[0- 1- 0- 0- 1- 1- 1- 0]<
+ ----- Generic format: [0- 1- 0- 0- 1- 1- 1- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 576000- 0- 0- 576000- 576000- 652800- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [0- 576000- 0- 0- 576000- 576000- 652800- 0]
+ -- Cleaning phone format of configuration >[1- 1- 0- 1- 1- 1- 0- 0]<
+ ----- Generic format: [1- 1- 0- 1- 1- 1- 0- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [576000- 576000- 0- 576000- 576000- 576000- 0- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [576000- 576000- 0- 576000- 576000- 576000- 0- 0]
+ -- Cleaning phone format of configuration >[4- 0- 0- 4- 4- 4- 4- 1]<
+ ----- Generic format: [4- 0- 0- 4- 4- 4- 4- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 0- 0- 1804801- 1804801- 1804801- 2208001- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [1804801- 0- 0- 1804801- 1804801- 1804801- 2208001- 806400]
+ -- Cleaning phone format of configuration >[0- 0- 3- 3- 3- 0- 3- 4]<
+ ----- Generic format: [0- 0- 3- 3- 3- 0- 3- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 1804800- 1804800- 1804800- 0- 2208000- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 1804800- 1804800- 1804800- 0- 2208000- 2400001]
+ -- Cleaning phone format of configuration >[4- 4- 0- 0- 0- 0- 3- 4]<
+ ----- Generic format: [4- 4- 0- 0- 0- 0- 3- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 1804801- 0- 0- 0- 0- 2208000- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [1804801- 1804801- 0- 0- 0- 0- 2208000- 2400001]
+ -- Cleaning phone format of configuration >[2- 2- 2- 0- 2- 2- 4- 1]<
+ ----- Generic format: [2- 2- 2- 0- 2- 2- 4- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1363200- 1363200- 1363200- 0- 1363200- 1363200- 2208001- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [1363200- 1363200- 1363200- 0- 1363200- 1363200- 2208001- 806400]
+ -- Cleaning phone format of configuration >[1- 1- 1- 0- 0- 0- 4- 0]<
+ ----- Generic format: [1- 1- 1- 0- 0- 0- 4- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [576000- 576000- 576000- 0- 0- 0- 2208001- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [576000- 576000- 576000- 0- 0- 0- 2208001- 0]
+ -- Cleaning phone format of configuration >[0- 0- 0- 2- 0- 0- 4- 4]<
+ ----- Generic format: [0- 0- 0- 2- 0- 0- 4- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 0- 1363200- 0- 0- 2208001- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 0- 1363200- 0- 0- 2208001- 2400001]
+ -- Cleaning phone format of configuration >[0- 2- 0- 2- 0- 0- 4- 4]<
+ ----- Generic format: [0- 2- 0- 2- 0- 0- 4- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1363200- 0- 1363200- 0- 0- 2208001- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [0- 1363200- 0- 1363200- 0- 0- 2208001- 2400001]
+ -- Cleaning phone format of configuration >[0- 0- 0- 4- 4- 0- 3- 3]<
+ ----- Generic format: [0- 0- 0- 4- 4- 0- 3- 0- 0- 3- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 0- 1804801- 1804801- 0- 2208000- 0- 0- 2400000- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 0- 1804801- 1804801- 0- 2208000- 2400000]
+ -- Cleaning phone format of configuration >[0- 0- 0- 0- 4- 4- 4- 3]<
+ ----- Generic format: [0- 0- 0- 0- 4- 4- 4- 0- 0- 3- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 0- 0- 1804801- 1804801- 2208001- 0- 0- 2400000- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 0- 0- 1804801- 1804801- 2208001- 2400000]
+ -- Cleaning phone format of configuration >[0- 3- 0- 3- 3- 3- 4- 1]<
+ ----- Generic format: [0- 3- 0- 3- 3- 3- 4- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1804800- 0- 1804800- 1804800- 1804800- 2208001- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [0- 1804800- 0- 1804800- 1804800- 1804800- 2208001- 806400]
+ -- Cleaning phone format of configuration >[0- 1- 1- 0- 1- 0- 1- 4]<
+ ----- Generic format: [0- 1- 1- 0- 1- 0- 1- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 576000- 576000- 0- 576000- 0- 652800- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [0- 576000- 576000- 0- 576000- 0- 652800- 2400001]
+ -- Cleaning phone format of configuration >[2- 2- 2- 0- 2- 2- 2- 0]<
+ ----- Generic format: [2- 2- 2- 0- 2- 2- 2- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1363200- 1363200- 1363200- 0- 1363200- 1363200- 1478400- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [1363200- 1363200- 1363200- 0- 1363200- 1363200- 1478400- 0]
+ -- Cleaning phone format of configuration >[0- 4- 0- 4- 4- 4- 4- 1]<
+ ----- Generic format: [0- 4- 0- 4- 4- 4- 4- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1804801- 0- 1804801- 1804801- 1804801- 2208001- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [0- 1804801- 0- 1804801- 1804801- 1804801- 2208001- 806400]
+ -- Cleaning phone format of configuration >[1- 0- 0- 1- 0- 1- 4- 1]<
+ ----- Generic format: [1- 0- 0- 1- 0- 1- 4- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [576000- 0- 0- 576000- 0- 576000- 2208001- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [576000- 0- 0- 576000- 0- 576000- 2208001- 806400]
+ -- Cleaning phone format of configuration >[3- 0- 3- 3- 3- 0- 0- 0]<
+ ----- Generic format: [3- 0- 3- 3- 3- 0- 0- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804800- 0- 1804800- 1804800- 1804800- 0- 0- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [1804800- 0- 1804800- 1804800- 1804800- 0- 0- 0]
+ -- Cleaning phone format of configuration >[0- 1- 1- 1- 1- 0- 2- 4]<
+ ----- Generic format: [0- 1- 1- 1- 1- 0- 2- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 576000- 576000- 576000- 576000- 0- 1478400- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [0- 576000- 576000- 576000- 576000- 0- 1478400- 2400001]
+ -- Cleaning phone format of configuration >[0- 1- 0- 0- 1- 0- 1- 0]<
+ ----- Generic format: [0- 1- 0- 0- 1- 0- 1- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 576000- 0- 0- 576000- 0- 652800- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [0- 576000- 0- 0- 576000- 0- 652800- 0]
+ -- Cleaning phone format of configuration >[4- 4- 0- 0- 0- 0- 1- 1]<
+ ----- Generic format: [4- 4- 0- 0- 0- 0- 1- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 1804801- 0- 0- 0- 0- 652800- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [1804801- 1804801- 0- 0- 0- 0- 652800- 806400]
+ -- Cleaning phone format of configuration >[3- 0- 0- 3- 0- 0- 4- 2]<
+ ----- Generic format: [3- 0- 0- 3- 0- 0- 4- 0- 0- 2- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804800- 0- 0- 1804800- 0- 0- 2208001- 0- 0- 1766400- 0- 0- 0]
+ -- Exact frequencies: [1804800- 0- 0- 1804800- 0- 0- 2208001- 1766400]
+ -- Cleaning phone format of configuration >[0- 0- 0- 1- 0- 0- 4- 2]<
+ ----- Generic format: [0- 0- 0- 1- 0- 0- 4- 0- 0- 2- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 0- 576000- 0- 0- 2208001- 0- 0- 1766400- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 0- 576000- 0- 0- 2208001- 1766400]
+ -- Cleaning phone format of configuration >[0- 3- 0- 3- 0- 0- 2- 0]<
+ ----- Generic format: [0- 3- 0- 3- 0- 0- 2- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1804800- 0- 1804800- 0- 0- 1478400- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [0- 1804800- 0- 1804800- 0- 0- 1478400- 0]
+ -- Cleaning phone format of configuration >[0- 0- 0- 0- 0- 0- 3- 0]<
+ ----- Generic format: [0- 0- 0- 0- 0- 0- 3- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 0- 0- 0- 0- 2208000- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 0- 0- 0- 0- 2208000- 0]
+ -- Cleaning phone format of configuration >[1- 0- 0- 0- 1- 1- 0- 0]<
+ ----- Generic format: [1- 0- 0- 0- 1- 1- 0- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [576000- 0- 0- 0- 576000- 576000- 0- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [576000- 0- 0- 0- 576000- 576000- 0- 0]
+ -- Cleaning phone format of configuration >[1- 1- 0- 0- 1- 1- 4- 2]<
+ ----- Generic format: [1- 1- 0- 0- 1- 1- 4- 0- 0- 2- 0- 0- 0]
+ -- Generic format with exact frequencies:  [576000- 576000- 0- 0- 576000- 576000- 2208001- 0- 0- 1766400- 0- 0- 0]
+ -- Exact frequencies: [576000- 576000- 0- 0- 576000- 576000- 2208001- 1766400]
+ -- Cleaning phone format of configuration >[4- 4- 4- 0- 0- 4- 4- 1]<
+ ----- Generic format: [4- 4- 4- 0- 0- 4- 4- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 1804801- 1804801- 0- 0- 1804801- 2208001- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [1804801- 1804801- 1804801- 0- 0- 1804801- 2208001- 806400]
+ -- Cleaning phone format of configuration >[1- 0- 0- 1- 0- 1- 2- 4]<
+ ----- Generic format: [1- 0- 0- 1- 0- 1- 2- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [576000- 0- 0- 576000- 0- 576000- 1478400- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [576000- 0- 0- 576000- 0- 576000- 1478400- 2400001]
+ -- Cleaning phone format of configuration >[4- 0- 0- 4- 4- 4- 4- 2]<
+ ----- Generic format: [4- 0- 0- 4- 4- 4- 4- 0- 0- 2- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 0- 0- 1804801- 1804801- 1804801- 2208001- 0- 0- 1766400- 0- 0- 0]
+ -- Exact frequencies: [1804801- 0- 0- 1804801- 1804801- 1804801- 2208001- 1766400]
+ -- Cleaning phone format of configuration >[4- 0- 4- 4- 4- 4- 0- 0]<
+ ----- Generic format: [4- 0- 4- 4- 4- 4- 0- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 0- 1804801- 1804801- 1804801- 1804801- 0- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [1804801- 0- 1804801- 1804801- 1804801- 1804801- 0- 0]
+ -- Cleaning phone format of configuration >[0- 1- 0- 0- 0- 0- 1- 0]<
+ ----- Generic format: [0- 1- 0- 0- 0- 0- 1- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 576000- 0- 0- 0- 0- 652800- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [0- 576000- 0- 0- 0- 0- 652800- 0]
+ -- Cleaning phone format of configuration >[0- 0- 4- 0- 4- 0- 4- 1]<
+ ----- Generic format: [0- 0- 4- 0- 4- 0- 4- 0- 0- 1- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 0- 1804801- 0- 1804801- 0- 2208001- 0- 0- 806400- 0- 0- 0]
+ -- Exact frequencies: [0- 0- 1804801- 0- 1804801- 0- 2208001- 806400]
+ -- Cleaning phone format of configuration >[0- 4- 0- 0- 0- 0- 2- 2]<
+ ----- Generic format: [0- 4- 0- 0- 0- 0- 2- 0- 0- 2- 0- 0- 0]
+ -- Generic format with exact frequencies:  [0- 1804801- 0- 0- 0- 0- 1478400- 0- 0- 1766400- 0- 0- 0]
+ -- Exact frequencies: [0- 1804801- 0- 0- 0- 0- 1478400- 1766400]
+ -- Cleaning phone format of configuration >[1- 1- 0- 1- 1- 1- 2- 0]<
+ ----- Generic format: [1- 1- 0- 1- 1- 1- 2- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [576000- 576000- 0- 576000- 576000- 576000- 1478400- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [576000- 576000- 0- 576000- 576000- 576000- 1478400- 0]
+ -- Cleaning phone format of configuration >[4- 4- 4- 0- 0- 4- 4- 4]<
+ ----- Generic format: [4- 4- 4- 0- 0- 4- 4- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 1804801- 1804801- 0- 0- 1804801- 2208001- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [1804801- 1804801- 1804801- 0- 0- 1804801- 2208001- 2400001]
+ -- Cleaning phone format of configuration >[4- 0- 0- 0- 0- 0- 4- 0]<
+ ----- Generic format: [4- 0- 0- 0- 0- 0- 4- 0- 0- 0- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 0- 0- 0- 0- 0- 2208001- 0- 0- 0- 0- 0- 0]
+ -- Exact frequencies: [1804801- 0- 0- 0- 0- 0- 2208001- 0]
+ -- Cleaning phone format of configuration >[4- 4- 0- 4- 0- 4- 1- 4]<
+ ----- Generic format: [4- 4- 0- 4- 0- 4- 1- 0- 0- 4- 0- 0- 0]
+ -- Generic format with exact frequencies:  [1804801- 1804801- 0- 1804801- 0- 1804801- 652800- 0- 0- 2400001- 0- 0- 0]
+ -- Exact frequencies: [1804801- 1804801- 0- 1804801- 0- 1804801- 652800- 2400001]
 --- Suitable format produced
 
 --- Reading header configurations and exact frequencies
---- Performing experiments on configuration 200202-3-0
+--- Performing experiments on configuration 400004-3-3
 --- Cleaning the tmp expermiment folder : /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder
 --- Second step  : verifying the battery level
 --- Verifying the battery level
 --- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level :  
+--- Current battery level : 46 
 --- Current battery is low, so we need to wait battery
 --- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level :  
+--- Current battery level : 46 
 --- Desactivating the charge stop level option
 --- Desactivating the charge stop level option, command :  /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe shell echo 100 > /sys/devices/platform/soc/soc:google,charger/charge_stop_level </dev/null
---- The current battery level : 0, still lower than the experiment one :  50 
+--- The current battery level : 46, still lower than the experiment one :  50 
 --- Waiting 30 second...
 --- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level :  
---- The current battery level : 0, still lower than the experiment one :  50 
+--- Current battery level : 46 
+--- The current battery level : 46, still lower than the experiment one :  50 
 --- Waiting 30 second...
 --- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level :  
---- The current battery level : 0, still lower than the experiment one :  50 
+--- Current battery level : 46 
+--- The current battery level : 46, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 47 
+--- The current battery level : 47, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 47 
+--- The current battery level : 47, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 47 
+--- The current battery level : 47, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 47 
+--- The current battery level : 47, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 47 
+--- The current battery level : 47, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 47 
+--- The current battery level : 47, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 48 
+--- The current battery level : 48, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 48 
+--- The current battery level : 48, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 48 
+--- The current battery level : 48, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 48 
+--- The current battery level : 48, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 48 
+--- The current battery level : 48, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 48 
+--- The current battery level : 48, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 49 
+--- The current battery level : 49, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 49 
+--- The current battery level : 49, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 49 
+--- The current battery level : 49, still lower than the experiment one :  50 
+--- Waiting 30 second...
+--- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
+--- Current battery level : 49 
+--- The current battery level : 49, still lower than the experiment one :  50 
 --- Waiting 30 second...
 --- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
 --- Current battery level : 49 
@@ -334,10 +399,9 @@
  -- Command used : echo schedutil > /sys/devices/system/cpu/cpu5/cpufreq/scaling_governor  
  -- Command used : echo schedutil > /sys/devices/system/cpu/cpu6/cpufreq/scaling_governor  
  -- Command used : echo schedutil > /sys/devices/system/cpu/cpu7/cpufreq/scaling_governor  
---- Frequency level of core 0 is  2
---- Exact frequency of core  0:  1363200
+--- Frequency level of core 0 is  4
+--- Modifying the governor of core 0 to set the default value
 --- Modifying the governor of core 0 
---- Modifying the the current frequency of core 0 with frequency 1363200
 --- Frequency level of core 1 is  0
 --- Exact frequency of core  1:  0
 --- Modifying the governor of core 1 
@@ -346,26 +410,25 @@
 --- Exact frequency of core  2:  0
 --- Modifying the governor of core 2 
 --- Modifying the the current frequency of core 2 with frequency 0
---- Frequency level of core 3 is  2
---- Exact frequency of core  3:  1363200
+--- Frequency level of core 3 is  0
+--- Exact frequency of core  3:  0
 --- Modifying the governor of core 3 
---- Modifying the the current frequency of core 3 with frequency 1363200
+--- Modifying the the current frequency of core 3 with frequency 0
 --- Frequency level of core 4 is  0
 --- Exact frequency of core  4:  0
 --- Modifying the governor of core 4 
 --- Modifying the the current frequency of core 4 with frequency 0
---- Frequency level of core 5 is  2
---- Exact frequency of core  5:  1363200
+--- Frequency level of core 5 is  4
+--- Modifying the governor of core 5 to set the default value
 --- Modifying the governor of core 5 
---- Modifying the the current frequency of core 5 with frequency 1363200
 --- Frequency level of core 6 is  3
 --- Exact frequency of core  6:  2208000
 --- Modifying the governor of core 6 
 --- Modifying the the current frequency of core 6 with frequency 2208000
---- Frequency level of core 7 is  0
---- Exact frequency of core  7:  0
+--- Frequency level of core 7 is  3
+--- Exact frequency of core  7:  2400000
 --- Modifying the governor of core 7 
---- Modifying the the current frequency of core 7 with frequency 0
+--- Modifying the the current frequency of core 7 with frequency 2400000
 --- Calibrating Monsoon power meter, please wait for 10 seconds...
 powermeter script : --- Inside the monsoon_power_meter, arg function:  1
 powermeter script : calibration duration =  10
@@ -383,17 +446,17 @@ powermeter script : Power meter calibration okay
 rm '/sdcard/experiments_automatization/current_configuration.txt'
 rm '/sdcard/experiments_automatization/experiment_duration.txt'
 rm '/sdcard/experiments_automatization/app_output_folder/Thread_0_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_5_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_3_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_2_ready_for_sampling'
 rm '/sdcard/experiments_automatization/app_output_folder/Thread_1_ready_for_sampling'
+rm '/sdcard/experiments_automatization/app_output_folder/Thread_2_ready_for_sampling'
+rm '/sdcard/experiments_automatization/app_output_folder/Thread_3_ready_for_sampling'
 rm '/sdcard/experiments_automatization/app_output_folder/Thread_4_ready_for_sampling'
+rm '/sdcard/experiments_automatization/app_output_folder/Thread_5_ready_for_sampling'
 rm '/sdcard/experiments_automatization/app_output_folder/Thread_0_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_5_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_3_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_2_ended'
 rm '/sdcard/experiments_automatization/app_output_folder/Thread_1_ended'
+rm '/sdcard/experiments_automatization/app_output_folder/Thread_2_ended'
 rm '/sdcard/experiments_automatization/app_output_folder/Thread_4_ended'
+rm '/sdcard/experiments_automatization/app_output_folder/Thread_3_ended'
+rm '/sdcard/experiments_automatization/app_output_folder/Thread_5_ended'
 rmdir '/sdcard/experiments_automatization/app_output_folder'
 rmdir '/sdcard/experiments_automatization'
  --- Clearing the logcat  
@@ -407,16 +470,16 @@ Success
 ----- Starting experiment app
 Starting: Intent { cmp=com.opportunistask.scheduling.benchmarking_app_to_test_big_cores/.MainActivity }
 adb command :   ps -A | grep com.opportunistask.scheduling.benchmarking_app_to_test_big_cores
- ----- Experiment app started with pid: 22591 
+ ----- Experiment app started with pid: 5977 
 ---- waiting for benchmarking app thread to be pinned and to be ready
---- frequency level of core 0 is  2
+--- frequency level of core 0 is  4
 --- frequency level of core 1 is  0
 --- frequency level of core 2 is  0
---- frequency level of core 3 is  2
+--- frequency level of core 3 is  0
 --- frequency level of core 4 is  0
---- frequency level of core 5 is  2
+--- frequency level of core 5 is  4
 --- frequency level of core 6 is  3
---- frequency level of core 7 is  0
+--- frequency level of core 7 is  3
 --- Number of cores to occupy = 4
 --- Number of thread in experiment phase : 0 
 --- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
@@ -632,637 +695,6 @@ adb command :   ps -A | grep com.opportunistask.scheduling.benchmarking_app_to_t
 --- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
 --- Number of thread in experiment phase : 0 
 --- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 4 
---- Now threads are running and the phone is ready to be sampled with the power meter \n--- Threads pids 
-Thread_0_ready_for_sampling
-Thread_1_ready_for_sampling
-Thread_2_ready_for_sampling
-Thread_3_ready_for_sampling
---- Printing cc_info beginning datas (for the samsung galaxy s8)
- --- Starting power meter sampling for about 600 seconds 
---- Sampling with the Monsoon power meter
-powermeter script : --- Inside the monsoon_power_meter, arg function:  2
-powermeter script : Experiment duration =  600
-powermeter script : Creating the Monsoon engine
-powermeter script : Creating the Monsoon engine
-powermeter script : Configuring channels the Monsoon engine
-powermeter script : Configuring output to : C:\Users\lavoi\opportunist_task_on_android\scripts_valuable_files\experiment_automatization\last_tmp_expermiment_folder\configuration_mesurement.csv
-powermeter script : Starting sampling; number of sample =  3000000
- returning 3000000 samples after experiments
-powermeter script :  Total nomber of sample measured :  3000000
-powermeter script : Computing powermeter summary result
- Number of samples =  3000000
-powermeter script :  We computed the energy on 600 samples
-powermeter script : average_power =  2234.884956226356
-powermeter script : average_power with numpy  arrays =  2234.884956226293
-powermeter script : Summary Result = time (s): 602.4089591503143
-Ins Current (mA):444.3523173560771
-Samples: 3000000
-Consumed Energy (mAs): 280212.5080977454
-Consumed Energy (mAh): 77.83680780492928
-Consumed Energy (mWs): 1344248.3205243936
-Consumed Energy (mWh): 373.402311256776
-Avg power (mW): 2234.884956226356
-Avg Current (mA): 465.51121715638794
-Avg Voltage (V): 4.800926108458411
-Exp Batt Life (hrs for 1000mAh battery): NOT COMPUTED 
---- Monsoon power meter sampling is finished !
- --- experiment folder path  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder
---- frequency level of core 0 is  2
---- frequency level of core 1 is  0
---- frequency level of core 2 is  0
---- frequency level of core 3 is  2
---- frequency level of core 4 is  0
---- frequency level of core 5 is  2
---- frequency level of core 6 is  3
---- frequency level of core 7 is  0
---- Number of threads normally started = 4
---- Number of thread ended: 4 
---- Now threads are stopped, getting the cc_info_level for samsung 
----  Copying thread results locally 
-command /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe pull /sdcard/experiments_automatization/app_output_folder C:\Users\lavoi\opportunist_task_on_android\scripts_valuable_files\experiment_automatization\last_tmp_expermiment_folder </dev/null 
-/sdcard/experiments_automatization/app_output_folder/: 8 files pulled, 0 skipped. 0.0 MB/s (1811 bytes in 0.050s)
-saving the logcat file to  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder -/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder-
---- Parsing result from  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder to /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/output_folder/raw_result.txt
---- Getting exact configuration with frequency
---- Configuration with frequencies = [1363200- 0- 0- 1363200- 0- 1363200- 2208000- 0]
---- Getting the powermeter summary
---- Powermeter summary: 
-time (s): 602.4089591503143 
-Ins Current (mA):444.3523173560771 
-Samples: 3000000 
-Consumed Energy (mAs): 280212.5080977454 
-Consumed Energy (mAh): 77.83680780492928 
-Consumed Energy (mWs): 1344248.3205243936 
-Consumed Energy (mWh): 373.402311256776 
-Avg power (mW): 2234.884956226356 
-Avg Current (mA): 465.51121715638794 
-Avg Voltage (V): 4.800926108458411 
-
---- Getting the total energy consumed of the google pixel
---- Energy consumed = 77.83680780492928
---- Starting cc_info = 0
---- Ending cc_info = 0
---- Getting the average power
---- Avg Power = 2234.884956226356
---- Printing the total threads summary
---- Thread results 
-Thread : 0 - ThreadProcess id: 22616
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:27:55 +0100 
-Core id: 0 
-Ending time: Wed, 8 Dec 2021 15:37:55 +0100 - Duration: 600012 seconds 
-Real workload: 1.1872569021656285E11 - Integer reached: 280804 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 1 - ThreadProcess id: 22617
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:27:55 +0100 
-Core id: 3 
-Ending time: Wed, 8 Dec 2021 15:37:55 +0100 - Duration: 600010 seconds 
-Real workload: 1.1860330472400078E11 - Integer reached: 280665 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 2 - ThreadProcess id: 22618
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:27:55 +0100 
-Core id: 5 
-Ending time: Wed, 8 Dec 2021 15:37:55 +0100 - Duration: 600002 seconds 
-Real workload: 1.1950732579609926E11 - Integer reached: 281690 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 3 - ThreadProcess id: 22620
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:27:55 +0100 
-Core id: 6 
-Ending time: Wed, 8 Dec 2021 15:37:55 +0100 - Duration: 600001 seconds 
-Real workload: 7.332617400185953E11 - Integer reached: 673799 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-
---- Counting the total workload command : print_total_workload /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder app_output_folder 2,0,0,2,0,2,3,0 /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first 
---- Total workload : 1.0901e+12
---- Getting energy efficiency
---- Energy efficiency: 7.14034e-11
---- Building what we will add to the total result file command 
-------
- (build_configuration_raw_result 200202-3-0 2,0,0,2,0,2,3,0                         [1363200- 0- 0- 1363200- 0- 1363200- 2208000- 0]                     time (s): 602.4089591503143 
-Ins Current (mA):444.3523173560771 
-Samples: 3000000 
-Consumed Energy (mAs): 280212.5080977454 
-Consumed Energy (mAh): 77.83680780492928 
-Consumed Energy (mWs): 1344248.3205243936 
-Consumed Energy (mWh): 373.402311256776 
-Avg power (mW): 2234.884956226356 
-Avg Current (mA): 465.51121715638794 
-Avg Voltage (V): 4.800926108458411 
- Thread : 0 - ThreadProcess id: 22616
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:27:55 +0100 
-Core id: 0 
-Ending time: Wed, 8 Dec 2021 15:37:55 +0100 - Duration: 600012 seconds 
-Real workload: 1.1872569021656285E11 - Integer reached: 280804 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 1 - ThreadProcess id: 22617
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:27:55 +0100 
-Core id: 3 
-Ending time: Wed, 8 Dec 2021 15:37:55 +0100 - Duration: 600010 seconds 
-Real workload: 1.1860330472400078E11 - Integer reached: 280665 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 2 - ThreadProcess id: 22618
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:27:55 +0100 
-Core id: 5 
-Ending time: Wed, 8 Dec 2021 15:37:55 +0100 - Duration: 600002 seconds 
-Real workload: 1.1950732579609926E11 - Integer reached: 281690 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 3 - ThreadProcess id: 22620
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:27:55 +0100 
-Core id: 6 
-Ending time: Wed, 8 Dec 2021 15:37:55 +0100 - Duration: 600001 seconds 
-Real workload: 7.332617400185953E11 - Integer reached: 673799 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
- 77.83680780492928                     1.0901e+12 7.14034e-11  0 0 
-------
-
---- Final result to print to File 
- --------------------------------------------------------------------------------
- +++++ +++++ +++++ Configuration Description
---------------------------------------------------------------------------------
-Configuration: 200202-3-0 
-phone format: 2,0,0,2,0,2,3,0 
-Exact values of frequencies: [1363200- 0- 0- 1363200- 0- 1363200- 2208000- 0] 
-
-Power meter results
-------------------------------------------------------------
-time (s): 602.4089591503143 
-Ins Current (mA):444.3523173560771 
-Samples: 3000000 
-Consumed Energy (mAs): 280212.5080977454 
-Consumed Energy (mAh): 77.83680780492928 
-Consumed Energy (mWs): 1344248.3205243936 
-Consumed Energy (mWh): 373.402311256776 
-Avg power (mW): 2234.884956226356 
-Avg Current (mA): 465.51121715638794 
-Avg Voltage (V): 4.800926108458411 
- 
-Threads results
-------------------------------------------------------------
-Thread : 0 - ThreadProcess id: 22616
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:27:55 +0100 
-Core id: 0 
-Ending time: Wed, 8 Dec 2021 15:37:55 +0100 - Duration: 600012 seconds 
-Real workload: 1.1872569021656285E11 - Integer reached: 280804 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 1 - ThreadProcess id: 22617
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:27:55 +0100 
-Core id: 3 
-Ending time: Wed, 8 Dec 2021 15:37:55 +0100 - Duration: 600010 seconds 
-Real workload: 1.1860330472400078E11 - Integer reached: 280665 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 2 - ThreadProcess id: 22618
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:27:55 +0100 
-Core id: 5 
-Ending time: Wed, 8 Dec 2021 15:37:55 +0100 - Duration: 600002 seconds 
-Real workload: 1.1950732579609926E11 - Integer reached: 281690 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 3 - ThreadProcess id: 22620
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:27:55 +0100 
-Core id: 6 
-Ending time: Wed, 8 Dec 2021 15:37:55 +0100 - Duration: 600001 seconds 
-Real workload: 7.332617400185953E11 - Integer reached: 673799 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
- 
-Expermiment results
-------------------------------------------------------------
-Energy Consumed (mAh): 77.83680780492928 
-Workload: 1.0901e+12 
-Energy efficiency: 7.14034e-11 
---------------------------------------------------------------------------------
-
- 
---- Writing to the total result file
---- Removing previous tested configuration tmp_output folder
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/all_workloads.txt'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/Thread_0_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/Thread_0_ready_for_sampling'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/Thread_1_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/Thread_1_ready_for_sampling'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/Thread_2_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/Thread_2_ready_for_sampling'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/Thread_3_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/Thread_3_ready_for_sampling'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/Thread_4_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/Thread_4_ready_for_sampling'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/Thread_5_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder/Thread_5_ready_for_sampling'
-removed directory '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/app_output_folder'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/configuration_mesurement.csv'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/energy_power_workload_energyByWorkload_ccInfo'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/logcat_output'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44/powermeter_summary.txt'
-removed directory '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_08_44'
---- Moving the current experiment tmp_folder to the output result folder
-writing a temporary file for the main script with format energy_power_workload_energyByWorkload_ccInfo
---- Obtaining experiment summary result to add to result folder
---- Experiment result, Energy consumed = 77.83680780492928
---- Experiment result, Avg Power = 2234.884956226356
---- Experiment result, Total Workload = 1.0901e+12
---- Experiment result, Energy Efficiency = 7.14034e-11
---- Adding result to summary file
---- Starting cc information : 0 
---- Ending cc information : 0
---- The file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/output_folder/summary.csv does not exist  we create it and add header
---- Experiments performed on configuration 200202-3-0.
---- Observing a pause betwenn experiment; pause duration : 180 seconds; starting at 23Sep22_17_24_06
---- Performing experiments on configuration 404000-2-4
---- Cleaning the tmp expermiment folder : /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder
---- Second step  : verifying the battery level
---- Verifying the battery level
---- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level : 49 
---- Current battery is low, so we need to wait battery
---- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level : 49 
---- Desactivating the charge stop level option
---- Desactivating the charge stop level option, command :  /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe shell echo 100 > /sys/devices/platform/soc/soc:google,charger/charge_stop_level </dev/null
---- The current battery level : 49, still lower than the experiment one :  50 
---- Waiting 30 second...
---- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level : 49 
---- The current battery level : 49, still lower than the experiment one :  50 
---- Waiting 30 second...
---- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level : 49 
---- The current battery level : 49, still lower than the experiment one :  50 
---- Waiting 30 second...
---- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level : 49 
---- The current battery level : 49, still lower than the experiment one :  50 
---- Waiting 30 second...
---- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level : 50 
---- Current battery is now equal to the experiment battery level
---- Third step calibrating phone core frequency
---- Resetting all frequency configurations
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu1/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu2/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu3/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu4/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu5/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu6/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu7/cpufreq/scaling_governor  
---- Frequency level of core 0 is  4
---- Modifying the governor of core 0 to set the default value
---- Modifying the governor of core 0 
---- Frequency level of core 1 is  0
---- Exact frequency of core  1:  0
---- Modifying the governor of core 1 
---- Modifying the the current frequency of core 1 with frequency 0
---- Frequency level of core 2 is  4
---- Modifying the governor of core 2 to set the default value
---- Modifying the governor of core 2 
---- Frequency level of core 3 is  0
---- Exact frequency of core  3:  0
---- Modifying the governor of core 3 
---- Modifying the the current frequency of core 3 with frequency 0
---- Frequency level of core 4 is  0
---- Exact frequency of core  4:  0
---- Modifying the governor of core 4 
---- Modifying the the current frequency of core 4 with frequency 0
---- Frequency level of core 5 is  0
---- Exact frequency of core  5:  0
---- Modifying the governor of core 5 
---- Modifying the the current frequency of core 5 with frequency 0
---- Frequency level of core 6 is  2
---- Exact frequency of core  6:  1478400
---- Modifying the governor of core 6 
---- Modifying the the current frequency of core 6 with frequency 1478400
---- Frequency level of core 7 is  4
---- Modifying the governor of core 7 to set the default value
---- Modifying the governor of core 7 
---- Calibrating Monsoon power meter, please wait for 10 seconds...
-powermeter script : --- Inside the monsoon_power_meter, arg function:  1
-powermeter script : calibration duration =  10
-powermeter script : Creating the Monsoon engine
-powermeter script : Creating the Monsoon engine
-powermeter script : Configuring channels the Monsoon engine
-powermeter script : Configuring output to : C:\Users\lavoi\opportunist_task_on_android\scripts_valuable_files\experiment_automatization\last_tmp_expermiment_folder\configuration_mesurement.csv
-powermeter script : Starting sampling; number of sample =  50000
- returning 50000 samples after experiments
-powermeter script : Power meter calibration okay
---- Monsoon power meter Calibrated
---- starting the benchmarking app 
-##  writing the configuration inside the phone file
- --- Removing file  /sdcard/experiments_automatization 
-rm '/sdcard/experiments_automatization/current_configuration.txt'
-rm '/sdcard/experiments_automatization/experiment_duration.txt'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_0_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_1_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_2_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_3_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_2_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_0_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_1_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_3_ended'
-rmdir '/sdcard/experiments_automatization/app_output_folder'
-rmdir '/sdcard/experiments_automatization'
- --- Clearing the logcat  
- --- Creating file  /sdcard/experiments_automatization
------ Uninstalling experiment app
-Success
------ Installing experiment  app
-Performing Streamed Install
-Success
------- Giving rights to experiment app
------ Starting experiment app
-Starting: Intent { cmp=com.opportunistask.scheduling.benchmarking_app_to_test_big_cores/.MainActivity }
-adb command :   ps -A | grep com.opportunistask.scheduling.benchmarking_app_to_test_big_cores
- ----- Experiment app started with pid: 23704 
----- waiting for benchmarking app thread to be pinned and to be ready
---- frequency level of core 0 is  4
---- frequency level of core 1 is  0
---- frequency level of core 2 is  4
---- frequency level of core 3 is  0
---- frequency level of core 4 is  0
---- frequency level of core 5 is  0
---- frequency level of core 6 is  2
---- frequency level of core 7 is  4
---- Number of cores to occupy = 4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
 --- Number of thread in experiment phase : 0 
 --- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  4
 --- Number of thread in experiment phase : 4 
@@ -1274,1266 +706,3 @@ Thread_3_ready_for_sampling
 --- Printing cc_info beginning datas (for the samsung galaxy s8)
  --- Starting power meter sampling for about 600 seconds 
 --- Sampling with the Monsoon power meter
-powermeter script : --- Inside the monsoon_power_meter, arg function:  2
-powermeter script : Experiment duration =  600
-powermeter script : Creating the Monsoon engine
-powermeter script : Creating the Monsoon engine
-powermeter script : Configuring channels the Monsoon engine
-powermeter script : Configuring output to : C:\Users\lavoi\opportunist_task_on_android\scripts_valuable_files\experiment_automatization\last_tmp_expermiment_folder\configuration_mesurement.csv
-powermeter script : Starting sampling; number of sample =  3000000
- returning 3000000 samples after experiments
-powermeter script :  Total nomber of sample measured :  3000000
-powermeter script : Computing powermeter summary result
- Number of samples =  3000000
-powermeter script :  We computed the energy on 600 samples
-powermeter script : average_power =  3380.261018868437
-powermeter script : average_power with numpy  arrays =  3380.2610188694393
-powermeter script : Summary Result = time (s): 612.4911201000214
-Ins Current (mA):768.0471628395983
-Samples: 3000000
-Consumed Energy (mAs): 441023.979466505
-Consumed Energy (mAh): 122.50666096291806
-Consumed Energy (mWs): 2022917.3833633002
-Consumed Energy (mWh): 561.9214953786945
-Avg power (mW): 3380.261018868437
-Avg Current (mA): 735.8420182938622
-Avg Voltage (V): 4.593731989790386
-Exp Batt Life (hrs for 1000mAh battery): NOT COMPUTED 
---- Monsoon power meter sampling is finished !
- --- experiment folder path  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder
---- frequency level of core 0 is  4
---- frequency level of core 1 is  0
---- frequency level of core 2 is  4
---- frequency level of core 3 is  0
---- frequency level of core 4 is  0
---- frequency level of core 5 is  0
---- frequency level of core 6 is  2
---- frequency level of core 7 is  4
---- Number of threads normally started = 4
---- Number of thread ended: 4 
---- Now threads are stopped, getting the cc_info_level for samsung 
----  Copying thread results locally 
-command /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe pull /sdcard/experiments_automatization/app_output_folder C:\Users\lavoi\opportunist_task_on_android\scripts_valuable_files\experiment_automatization\last_tmp_expermiment_folder </dev/null 
-/sdcard/experiments_automatization/app_output_folder/: 8 files pulled, 0 skipped. 0.0 MB/s (1807 bytes in 0.060s)
-saving the logcat file to  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder -/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder-
---- Parsing result from  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder to /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/output_folder/raw_result.txt
---- Getting exact configuration with frequency
---- Configuration with frequencies = [1804801- 0- 1804801- 0- 0- 0- 1478400- 2400001]
---- Getting the powermeter summary
---- Powermeter summary: 
-time (s): 612.4911201000214 
-Ins Current (mA):768.0471628395983 
-Samples: 3000000 
-Consumed Energy (mAs): 441023.979466505 
-Consumed Energy (mAh): 122.50666096291806 
-Consumed Energy (mWs): 2022917.3833633002 
-Consumed Energy (mWh): 561.9214953786945 
-Avg power (mW): 3380.261018868437 
-Avg Current (mA): 735.8420182938622 
-Avg Voltage (V): 4.593731989790386 
-
---- Getting the total energy consumed of the google pixel
---- Energy consumed = 122.50666096291806
---- Starting cc_info = 0
---- Ending cc_info = 0
---- Getting the average power
---- Avg Power = 3380.261018868437
---- Printing the total threads summary
---- Thread results 
-Thread : 0 - ThreadProcess id: 23729
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:45:55 +0100 
-Core id: 0 
-Ending time: Wed, 8 Dec 2021 15:55:55 +0100 - Duration: 600007 seconds 
-Real workload: 4.8694443542679E10 - Integer reached: 183112 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 1 - ThreadProcess id: 23730
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:45:55 +0100 
-Core id: 2 
-Ending time: Wed, 8 Dec 2021 15:55:56 +0100 - Duration: 600016 seconds 
-Real workload: 4.8759370317276924E10 - Integer reached: 183229 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 2 - ThreadProcess id: 23731
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:45:55 +0100 
-Core id: 6 
-Ending time: Wed, 8 Dec 2021 15:55:56 +0100 - Duration: 600008 seconds 
-Real workload: 4.812360443855332E11 - Integer reached: 550190 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 3 - ThreadProcess id: 23733
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:45:55 +0100 
-Core id: 7 
-Ending time: Wed, 8 Dec 2021 15:55:55 +0100 - Duration: 600004 seconds 
-Real workload: 7.993468873648613E11 - Integer reached: 702379 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-
---- Counting the total workload command : print_total_workload /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder app_output_folder 4,0,4,0,0,0,2,4 /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first 
---- Total workload : 1.37804e+12
---- Getting energy efficiency
---- Energy efficiency: 8.88992e-11
---- Building what we will add to the total result file command 
-------
- (build_configuration_raw_result 404000-2-4 4,0,4,0,0,0,2,4                         [1804801- 0- 1804801- 0- 0- 0- 1478400- 2400001]                     time (s): 612.4911201000214 
-Ins Current (mA):768.0471628395983 
-Samples: 3000000 
-Consumed Energy (mAs): 441023.979466505 
-Consumed Energy (mAh): 122.50666096291806 
-Consumed Energy (mWs): 2022917.3833633002 
-Consumed Energy (mWh): 561.9214953786945 
-Avg power (mW): 3380.261018868437 
-Avg Current (mA): 735.8420182938622 
-Avg Voltage (V): 4.593731989790386 
- Thread : 0 - ThreadProcess id: 23729
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:45:55 +0100 
-Core id: 0 
-Ending time: Wed, 8 Dec 2021 15:55:55 +0100 - Duration: 600007 seconds 
-Real workload: 4.8694443542679E10 - Integer reached: 183112 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 1 - ThreadProcess id: 23730
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:45:55 +0100 
-Core id: 2 
-Ending time: Wed, 8 Dec 2021 15:55:56 +0100 - Duration: 600016 seconds 
-Real workload: 4.8759370317276924E10 - Integer reached: 183229 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 2 - ThreadProcess id: 23731
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:45:55 +0100 
-Core id: 6 
-Ending time: Wed, 8 Dec 2021 15:55:56 +0100 - Duration: 600008 seconds 
-Real workload: 4.812360443855332E11 - Integer reached: 550190 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 3 - ThreadProcess id: 23733
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:45:55 +0100 
-Core id: 7 
-Ending time: Wed, 8 Dec 2021 15:55:55 +0100 - Duration: 600004 seconds 
-Real workload: 7.993468873648613E11 - Integer reached: 702379 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
- 122.50666096291806                     1.37804e+12 8.88992e-11  0 0 
-------
-
---- Final result to print to File 
- --------------------------------------------------------------------------------
- +++++ +++++ +++++ Configuration Description
---------------------------------------------------------------------------------
-Configuration: 404000-2-4 
-phone format: 4,0,4,0,0,0,2,4 
-Exact values of frequencies: [1804801- 0- 1804801- 0- 0- 0- 1478400- 2400001] 
-
-Power meter results
-------------------------------------------------------------
-time (s): 612.4911201000214 
-Ins Current (mA):768.0471628395983 
-Samples: 3000000 
-Consumed Energy (mAs): 441023.979466505 
-Consumed Energy (mAh): 122.50666096291806 
-Consumed Energy (mWs): 2022917.3833633002 
-Consumed Energy (mWh): 561.9214953786945 
-Avg power (mW): 3380.261018868437 
-Avg Current (mA): 735.8420182938622 
-Avg Voltage (V): 4.593731989790386 
- 
-Threads results
-------------------------------------------------------------
-Thread : 0 - ThreadProcess id: 23729
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:45:55 +0100 
-Core id: 0 
-Ending time: Wed, 8 Dec 2021 15:55:55 +0100 - Duration: 600007 seconds 
-Real workload: 4.8694443542679E10 - Integer reached: 183112 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 1 - ThreadProcess id: 23730
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:45:55 +0100 
-Core id: 2 
-Ending time: Wed, 8 Dec 2021 15:55:56 +0100 - Duration: 600016 seconds 
-Real workload: 4.8759370317276924E10 - Integer reached: 183229 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 2 - ThreadProcess id: 23731
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:45:55 +0100 
-Core id: 6 
-Ending time: Wed, 8 Dec 2021 15:55:56 +0100 - Duration: 600008 seconds 
-Real workload: 4.812360443855332E11 - Integer reached: 550190 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 3 - ThreadProcess id: 23733
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 15:45:55 +0100 
-Core id: 7 
-Ending time: Wed, 8 Dec 2021 15:55:55 +0100 - Duration: 600004 seconds 
-Real workload: 7.993468873648613E11 - Integer reached: 702379 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 50 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
- 
-Expermiment results
-------------------------------------------------------------
-Energy Consumed (mAh): 122.50666096291806 
-Workload: 1.37804e+12 
-Energy efficiency: 8.88992e-11 
---------------------------------------------------------------------------------
-
- 
---- Writing to the total result file
---- Removing previous tested configuration tmp_output folder
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/app_output_folder/all_workloads.txt'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/app_output_folder/Thread_0_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/app_output_folder/Thread_0_ready_for_sampling'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/app_output_folder/Thread_1_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/app_output_folder/Thread_1_ready_for_sampling'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/app_output_folder/Thread_2_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/app_output_folder/Thread_2_ready_for_sampling'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/app_output_folder/Thread_3_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/app_output_folder/Thread_3_ready_for_sampling'
-removed directory '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/app_output_folder'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/configuration_mesurement.csv'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/energy_power_workload_energyByWorkload_ccInfo'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/logcat_output'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09/powermeter_summary.txt'
-removed directory '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_27_09'
---- Moving the current experiment tmp_folder to the output result folder
-writing a temporary file for the main script with format energy_power_workload_energyByWorkload_ccInfo
---- Obtaining experiment summary result to add to result folder
---- Experiment result, Energy consumed = 122.50666096291806
---- Experiment result, Avg Power = 3380.261018868437
---- Experiment result, Total Workload = 1.37804e+12
---- Experiment result, Energy Efficiency = 8.88992e-11
---- Adding result to summary file
---- Starting cc information : 0 
---- Ending cc information : 0
---- The file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/output_folder/summary.csv exists we just appending the result to the file
---- Experiments performed on configuration 404000-2-4.
---- Observing a pause betwenn experiment; pause duration : 180 seconds; starting at 23Sep22_17_42_18
---- Performing experiments on configuration 011100-4-2
---- Cleaning the tmp expermiment folder : /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder
---- Second step  : verifying the battery level
---- Verifying the battery level
---- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level : 50 
-Current battery level: OKAY
---- Third step calibrating phone core frequency
---- Resetting all frequency configurations
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu1/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu2/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu3/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu4/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu5/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu6/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu7/cpufreq/scaling_governor  
---- Frequency level of core 0 is  0
---- Exact frequency of core  0:  0
---- Modifying the governor of core 0 
---- Modifying the the current frequency of core 0 with frequency 0
---- Frequency level of core 1 is  1
---- Exact frequency of core  1:  576000
---- Modifying the governor of core 1 
---- Modifying the the current frequency of core 1 with frequency 576000
---- Frequency level of core 2 is  1
---- Exact frequency of core  2:  576000
---- Modifying the governor of core 2 
---- Modifying the the current frequency of core 2 with frequency 576000
---- Frequency level of core 3 is  1
---- Exact frequency of core  3:  576000
---- Modifying the governor of core 3 
---- Modifying the the current frequency of core 3 with frequency 576000
---- Frequency level of core 4 is  0
---- Exact frequency of core  4:  0
---- Modifying the governor of core 4 
---- Modifying the the current frequency of core 4 with frequency 0
---- Frequency level of core 5 is  0
---- Exact frequency of core  5:  0
---- Modifying the governor of core 5 
---- Modifying the the current frequency of core 5 with frequency 0
---- Frequency level of core 6 is  4
---- Modifying the governor of core 6 to set the default value
---- Modifying the governor of core 6 
---- Frequency level of core 7 is  2
---- Exact frequency of core  7:  1766400
---- Modifying the governor of core 7 
---- Modifying the the current frequency of core 7 with frequency 1766400
---- Calibrating Monsoon power meter, please wait for 10 seconds...
-powermeter script : --- Inside the monsoon_power_meter, arg function:  1
-powermeter script : calibration duration =  10
-powermeter script : Creating the Monsoon engine
-powermeter script : Creating the Monsoon engine
-powermeter script : Configuring channels the Monsoon engine
-powermeter script : Configuring output to : C:\Users\lavoi\opportunist_task_on_android\scripts_valuable_files\experiment_automatization\last_tmp_expermiment_folder\configuration_mesurement.csv
-powermeter script : Starting sampling; number of sample =  50000
- returning 50000 samples after experiments
-powermeter script : Power meter calibration okay
---- Monsoon power meter Calibrated
---- starting the benchmarking app 
-##  writing the configuration inside the phone file
- --- Removing file  /sdcard/experiments_automatization 
-rm '/sdcard/experiments_automatization/current_configuration.txt'
-rm '/sdcard/experiments_automatization/experiment_duration.txt'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_0_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_3_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_1_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_2_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_0_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_3_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_2_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_1_ended'
-rmdir '/sdcard/experiments_automatization/app_output_folder'
-rmdir '/sdcard/experiments_automatization'
- --- Clearing the logcat  
- --- Creating file  /sdcard/experiments_automatization
------ Uninstalling experiment app
-Success
------ Installing experiment  app
-Performing Streamed Install
-Success
------- Giving rights to experiment app
------ Starting experiment app
-Starting: Intent { cmp=com.opportunistask.scheduling.benchmarking_app_to_test_big_cores/.MainActivity }
-adb command :   ps -A | grep com.opportunistask.scheduling.benchmarking_app_to_test_big_cores
- ----- Experiment app started with pid: 24744 
----- waiting for benchmarking app thread to be pinned and to be ready
---- frequency level of core 0 is  0
---- frequency level of core 1 is  1
---- frequency level of core 2 is  1
---- frequency level of core 3 is  1
---- frequency level of core 4 is  0
---- frequency level of core 5 is  0
---- frequency level of core 6 is  4
---- frequency level of core 7 is  2
---- Number of cores to occupy = 5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 5 
---- Now threads are running and the phone is ready to be sampled with the power meter \n--- Threads pids 
-Thread_0_ready_for_sampling
-Thread_1_ready_for_sampling
-Thread_2_ready_for_sampling
-Thread_3_ready_for_sampling
-Thread_4_ready_for_sampling
---- Printing cc_info beginning datas (for the samsung galaxy s8)
- --- Starting power meter sampling for about 600 seconds 
---- Sampling with the Monsoon power meter
-powermeter script : --- Inside the monsoon_power_meter, arg function:  2
-powermeter script : Experiment duration =  600
-powermeter script : Creating the Monsoon engine
-powermeter script : Creating the Monsoon engine
-powermeter script : Configuring channels the Monsoon engine
-powermeter script : Configuring output to : C:\Users\lavoi\opportunist_task_on_android\scripts_valuable_files\experiment_automatization\last_tmp_expermiment_folder\configuration_mesurement.csv
-powermeter script : Starting sampling; number of sample =  3000000
- returning 3000000 samples after experiments
-powermeter script :  Total nomber of sample measured :  3000000
-powermeter script : Computing powermeter summary result
- Number of samples =  3000000
-powermeter script :  We computed the energy on 600 samples
-powermeter script : average_power =  2929.1288799916665
-powermeter script : average_power with numpy  arrays =  2929.128879991836
-powermeter script : Summary Result = time (s): 602.2892420291901
-Ins Current (mA):578.5548935651485
-Samples: 3000000
-Consumed Energy (mAs): 374278.26062802767
-Consumed Energy (mAh): 103.96618350778546
-Consumed Energy (mWs): 1752815.3048970343
-Consumed Energy (mWh): 486.8931402491762
-Avg power (mW): 2929.1288799916665
-Avg Current (mA): 624.4909195097214
-Avg Voltage (V): 4.690426695541518
-Exp Batt Life (hrs for 1000mAh battery): NOT COMPUTED 
---- Monsoon power meter sampling is finished !
- --- experiment folder path  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder
---- frequency level of core 0 is  0
---- frequency level of core 1 is  1
---- frequency level of core 2 is  1
---- frequency level of core 3 is  1
---- frequency level of core 4 is  0
---- frequency level of core 5 is  0
---- frequency level of core 6 is  4
---- frequency level of core 7 is  2
---- Number of threads normally started = 5
---- Number of thread ended: 5 
---- Now threads are stopped, getting the cc_info_level for samsung 
----  Copying thread results locally 
-command /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe pull /sdcard/experiments_automatization/app_output_folder C:\Users\lavoi\opportunist_task_on_android\scripts_valuable_files\experiment_automatization\last_tmp_expermiment_folder </dev/null 
-/sdcard/experiments_automatization/app_output_folder/: 10 files pulled, 0 skipped. 0.0 MB/s (2261 bytes in 0.073s)
-saving the logcat file to  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder -/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder-
---- Parsing result from  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder to /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/output_folder/raw_result.txt
---- Getting exact configuration with frequency
---- Configuration with frequencies = [0- 576000- 576000- 576000- 0- 0- 2208001- 1766400]
---- Getting the powermeter summary
---- Powermeter summary: 
-time (s): 602.2892420291901 
-Ins Current (mA):578.5548935651485 
-Samples: 3000000 
-Consumed Energy (mAs): 374278.26062802767 
-Consumed Energy (mAh): 103.96618350778546 
-Consumed Energy (mWs): 1752815.3048970343 
-Consumed Energy (mWh): 486.8931402491762 
-Avg power (mW): 2929.1288799916665 
-Avg Current (mA): 624.4909195097214 
-Avg Voltage (V): 4.690426695541518 
-
---- Getting the total energy consumed of the google pixel
---- Energy consumed = 103.96618350778546
---- Starting cc_info = 0
---- Ending cc_info = 0
---- Getting the average power
---- Avg Power = 2929.1288799916665
---- Printing the total threads summary
---- Thread results 
-Thread : 0 - ThreadProcess id: 24769
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:01 +0100 
-Core id: 1 
-Ending time: Wed, 8 Dec 2021 16:12:01 +0100 - Duration: 600012 seconds 
-Real workload: 4.718999009983975E10 - Integer reached: 200745 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 1 - ThreadProcess id: 24770
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:01 +0100 
-Core id: 2 
-Ending time: Wed, 8 Dec 2021 16:12:02 +0100 - Duration: 600014 seconds 
-Real workload: 4.740888987607378E10 - Integer reached: 201191 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 2 - ThreadProcess id: 24771
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:01 +0100 
-Core id: 3 
-Ending time: Wed, 8 Dec 2021 16:12:02 +0100 - Duration: 600027 seconds 
-Real workload: 4.7680050189170654E10 - Integer reached: 201742 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 3 - ThreadProcess id: 24772
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:02 +0100 
-Core id: 6 
-Ending time: Wed, 8 Dec 2021 16:12:02 +0100 - Duration: 600006 seconds 
-Real workload: 6.676950751155825E11 - Integer reached: 717133 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 4 - ThreadProcess id: 24774
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:02 +0100 
-Core id: 7 
-Ending time: Wed, 8 Dec 2021 16:12:02 +0100 - Duration: 600002 seconds 
-Real workload: 5.877321682771782E11 - Integer reached: 674419 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-
---- Counting the total workload command : print_total_workload /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder app_output_folder 0,1,1,1,0,0,4,2 /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first 
---- Total workload : 1.39771e+12
---- Getting energy efficiency
---- Energy efficiency: 7.43832e-11
---- Building what we will add to the total result file command 
-------
- (build_configuration_raw_result 011100-4-2 0,1,1,1,0,0,4,2                         [0- 576000- 576000- 576000- 0- 0- 2208001- 1766400]                     time (s): 602.2892420291901 
-Ins Current (mA):578.5548935651485 
-Samples: 3000000 
-Consumed Energy (mAs): 374278.26062802767 
-Consumed Energy (mAh): 103.96618350778546 
-Consumed Energy (mWs): 1752815.3048970343 
-Consumed Energy (mWh): 486.8931402491762 
-Avg power (mW): 2929.1288799916665 
-Avg Current (mA): 624.4909195097214 
-Avg Voltage (V): 4.690426695541518 
- Thread : 0 - ThreadProcess id: 24769
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:01 +0100 
-Core id: 1 
-Ending time: Wed, 8 Dec 2021 16:12:01 +0100 - Duration: 600012 seconds 
-Real workload: 4.718999009983975E10 - Integer reached: 200745 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 1 - ThreadProcess id: 24770
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:01 +0100 
-Core id: 2 
-Ending time: Wed, 8 Dec 2021 16:12:02 +0100 - Duration: 600014 seconds 
-Real workload: 4.740888987607378E10 - Integer reached: 201191 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 2 - ThreadProcess id: 24771
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:01 +0100 
-Core id: 3 
-Ending time: Wed, 8 Dec 2021 16:12:02 +0100 - Duration: 600027 seconds 
-Real workload: 4.7680050189170654E10 - Integer reached: 201742 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 3 - ThreadProcess id: 24772
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:02 +0100 
-Core id: 6 
-Ending time: Wed, 8 Dec 2021 16:12:02 +0100 - Duration: 600006 seconds 
-Real workload: 6.676950751155825E11 - Integer reached: 717133 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 4 - ThreadProcess id: 24774
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:02 +0100 
-Core id: 7 
-Ending time: Wed, 8 Dec 2021 16:12:02 +0100 - Duration: 600002 seconds 
-Real workload: 5.877321682771782E11 - Integer reached: 674419 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
- 103.96618350778546                     1.39771e+12 7.43832e-11  0 0 
-------
-
---- Final result to print to File 
- --------------------------------------------------------------------------------
- +++++ +++++ +++++ Configuration Description
---------------------------------------------------------------------------------
-Configuration: 011100-4-2 
-phone format: 0,1,1,1,0,0,4,2 
-Exact values of frequencies: [0- 576000- 576000- 576000- 0- 0- 2208001- 1766400] 
-
-Power meter results
-------------------------------------------------------------
-time (s): 602.2892420291901 
-Ins Current (mA):578.5548935651485 
-Samples: 3000000 
-Consumed Energy (mAs): 374278.26062802767 
-Consumed Energy (mAh): 103.96618350778546 
-Consumed Energy (mWs): 1752815.3048970343 
-Consumed Energy (mWh): 486.8931402491762 
-Avg power (mW): 2929.1288799916665 
-Avg Current (mA): 624.4909195097214 
-Avg Voltage (V): 4.690426695541518 
- 
-Threads results
-------------------------------------------------------------
-Thread : 0 - ThreadProcess id: 24769
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:01 +0100 
-Core id: 1 
-Ending time: Wed, 8 Dec 2021 16:12:01 +0100 - Duration: 600012 seconds 
-Real workload: 4.718999009983975E10 - Integer reached: 200745 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 1 - ThreadProcess id: 24770
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:01 +0100 
-Core id: 2 
-Ending time: Wed, 8 Dec 2021 16:12:02 +0100 - Duration: 600014 seconds 
-Real workload: 4.740888987607378E10 - Integer reached: 201191 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 2 - ThreadProcess id: 24771
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:01 +0100 
-Core id: 3 
-Ending time: Wed, 8 Dec 2021 16:12:02 +0100 - Duration: 600027 seconds 
-Real workload: 4.7680050189170654E10 - Integer reached: 201742 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 3 - ThreadProcess id: 24772
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:02 +0100 
-Core id: 6 
-Ending time: Wed, 8 Dec 2021 16:12:02 +0100 - Duration: 600006 seconds 
-Real workload: 6.676950751155825E11 - Integer reached: 717133 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
-Thread : 4 - ThreadProcess id: 24774
-----------------------------------------
-Starting time: Wed, 8 Dec 2021 16:02:02 +0100 
-Core id: 7 
-Ending time: Wed, 8 Dec 2021 16:12:02 +0100 - Duration: 600002 seconds 
-Real workload: 5.877321682771782E11 - Integer reached: 674419 - Number of reset = 0 
-Battery stats: 0 mAH 
-Computed Drain: Null 
-Start: 50 % - End: 49 
-Cc_info at the beginning: 0 mAh 
-Cc_info at the end: 0 mAh 
-Cc_info variation: 0.0 mAh 
-
- 
-Expermiment results
-------------------------------------------------------------
-Energy Consumed (mAh): 103.96618350778546 
-Workload: 1.39771e+12 
-Energy efficiency: 7.43832e-11 
---------------------------------------------------------------------------------
-
- 
---- Writing to the total result file
---- Removing previous tested configuration tmp_output folder
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/app_output_folder/all_workloads.txt'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/app_output_folder/Thread_0_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/app_output_folder/Thread_0_ready_for_sampling'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/app_output_folder/Thread_1_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/app_output_folder/Thread_1_ready_for_sampling'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/app_output_folder/Thread_2_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/app_output_folder/Thread_2_ready_for_sampling'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/app_output_folder/Thread_3_ended'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/app_output_folder/Thread_3_ready_for_sampling'
-removed directory '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/app_output_folder'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/configuration_mesurement.csv'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/energy_power_workload_energyByWorkload_ccInfo'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/logcat_output'
-removed '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20/powermeter_summary.txt'
-removed directory '/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/to_delete_first/last_tmp_expermiment_folder__deleted__on__23Sep22_17_45_20'
---- Moving the current experiment tmp_folder to the output result folder
-writing a temporary file for the main script with format energy_power_workload_energyByWorkload_ccInfo
---- Obtaining experiment summary result to add to result folder
---- Experiment result, Energy consumed = 103.96618350778546
---- Experiment result, Avg Power = 2929.1288799916665
---- Experiment result, Total Workload = 1.39771e+12
---- Experiment result, Energy Efficiency = 7.43832e-11
---- Adding result to summary file
---- Starting cc information : 0 
---- Ending cc information : 0
---- The file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/output_folder/summary.csv exists we just appending the result to the file
---- Experiments performed on configuration 011100-4-2.
---- Observing a pause betwenn experiment; pause duration : 180 seconds; starting at 23Sep22_17_58_14
---- Performing experiments on configuration 001101-4-4
---- Cleaning the tmp expermiment folder : /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/last_tmp_expermiment_folder
---- Second step  : verifying the battery level
---- Verifying the battery level
---- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level : 49 
---- Current battery is low, so we need to wait battery
---- Getting current battery level, adb command path: /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe 
---- Current battery level : 50 
---- Desactivating the charge stop level option
---- Desactivating the charge stop level option, command :  /mnt/c/Program Files/Android/platform-tools_r33.0.1-windows/platform-tools/adb.exe shell echo 100 > /sys/devices/platform/soc/soc:google,charger/charge_stop_level </dev/null
---- Current battery is now equal to the experiment battery level
---- Third step calibrating phone core frequency
---- Resetting all frequency configurations
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu1/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu2/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu3/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu4/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu5/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu6/cpufreq/scaling_governor  
- -- Command used : echo schedutil > /sys/devices/system/cpu/cpu7/cpufreq/scaling_governor  
---- Frequency level of core 0 is  0
---- Exact frequency of core  0:  0
---- Modifying the governor of core 0 
---- Modifying the the current frequency of core 0 with frequency 0
---- Frequency level of core 1 is  0
---- Exact frequency of core  1:  0
---- Modifying the governor of core 1 
---- Modifying the the current frequency of core 1 with frequency 0
---- Frequency level of core 2 is  1
---- Exact frequency of core  2:  576000
---- Modifying the governor of core 2 
---- Modifying the the current frequency of core 2 with frequency 576000
---- Frequency level of core 3 is  1
---- Exact frequency of core  3:  576000
---- Modifying the governor of core 3 
---- Modifying the the current frequency of core 3 with frequency 576000
---- Frequency level of core 4 is  0
---- Exact frequency of core  4:  0
---- Modifying the governor of core 4 
---- Modifying the the current frequency of core 4 with frequency 0
---- Frequency level of core 5 is  1
---- Exact frequency of core  5:  576000
---- Modifying the governor of core 5 
---- Modifying the the current frequency of core 5 with frequency 576000
---- Frequency level of core 6 is  4
---- Modifying the governor of core 6 to set the default value
---- Modifying the governor of core 6 
---- Frequency level of core 7 is  4
---- Modifying the governor of core 7 to set the default value
---- Modifying the governor of core 7 
---- Calibrating Monsoon power meter, please wait for 10 seconds...
-powermeter script : --- Inside the monsoon_power_meter, arg function:  1
-powermeter script : calibration duration =  10
-powermeter script : Creating the Monsoon engine
-powermeter script : Creating the Monsoon engine
-powermeter script : Configuring channels the Monsoon engine
-powermeter script : Configuring output to : C:\Users\lavoi\opportunist_task_on_android\scripts_valuable_files\experiment_automatization\last_tmp_expermiment_folder\configuration_mesurement.csv
-powermeter script : Starting sampling; number of sample =  50000
- returning 50000 samples after experiments
-powermeter script : Power meter calibration okay
---- Monsoon power meter Calibrated
---- starting the benchmarking app 
-##  writing the configuration inside the phone file
- --- Removing file  /sdcard/experiments_automatization 
-rm '/sdcard/experiments_automatization/current_configuration.txt'
-rm '/sdcard/experiments_automatization/experiment_duration.txt'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_0_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_1_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_2_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_4_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_3_ready_for_sampling'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_0_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_1_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_2_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_4_ended'
-rm '/sdcard/experiments_automatization/app_output_folder/Thread_3_ended'
-rmdir '/sdcard/experiments_automatization/app_output_folder'
-rmdir '/sdcard/experiments_automatization'
- --- Clearing the logcat  
- --- Creating file  /sdcard/experiments_automatization
------ Uninstalling experiment app
-Success
------ Installing experiment  app
-Performing Streamed Install
-Success
------- Giving rights to experiment app
------ Starting experiment app
-Starting: Intent { cmp=com.opportunistask.scheduling.benchmarking_app_to_test_big_cores/.MainActivity }
-adb command :   ps -A | grep com.opportunistask.scheduling.benchmarking_app_to_test_big_cores
- ----- Experiment app started with pid: 26187 
----- waiting for benchmarking app thread to be pinned and to be ready
---- frequency level of core 0 is  0
---- frequency level of core 1 is  0
---- frequency level of core 2 is  1
---- frequency level of core 3 is  1
---- frequency level of core 4 is  0
---- frequency level of core 5 is  1
---- frequency level of core 6 is  4
---- frequency level of core 7 is  4
---- Number of cores to occupy = 5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 0 
---- The current number of thread ready to be sambled  : 0, still lower than the experiment one :  5
---- Number of thread in experiment phase : 5 
---- Now threads are running and the phone is ready to be sampled with the power meter \n--- Threads pids 
-Thread_0_ready_for_sampling
-Thread_1_ready_for_sampling
-Thread_2_ready_for_sampling
-Thread_3_ready_for_sampling
-Thread_4_ready_for_sampling
---- Printing cc_info beginning datas (for the samsung galaxy s8)
- --- Starting power meter sampling for about 600 seconds 
---- Sampling with the Monsoon power meter
diff --git a/experiment_automatization/input_configurations_file.csv b/experiment_automatization/input_configurations_file.csv
index 99abe76d60ea446de18404f3970e2bc2d339802c..553c09de13d3449fae2a8bbea0b48659830c04ff 100755
--- a/experiment_automatization/input_configurations_file.csv
+++ b/experiment_automatization/input_configurations_file.csv
@@ -1,71 +1,71 @@
 configurations,google pixel format
-200202-3-0,[2- 0- 0- 2- 0- 2- 3- 0]
-404000-2-4,[4- 0- 4- 0- 0- 0- 2- 4]
-011100-4-2,[0- 1- 1- 1- 0- 0- 4- 2]
-001101-4-4,[0- 0- 1- 1- 0- 1- 4- 4]
-330003-4-0,[3- 3- 0- 0- 0- 3- 4- 0]
-003303-4-2,[0- 0- 3- 3- 0- 3- 4- 2]
-004444-4-2,[0- 0- 4- 4- 4- 4- 4- 2]
-111101-4-4,[1- 1- 1- 1- 0- 1- 4- 4]
-333030-3-4,[3- 3- 3- 0- 3- 0- 3- 4]
-222200-1-4,[2- 2- 2- 2- 0- 0- 1- 4]
-202220-3-0,[2- 0- 2- 2- 2- 0- 3- 0]
-044040-1-1,[0- 4- 4- 0- 4- 0- 1- 1]
-303330-3-0,[3- 0- 3- 3- 3- 0- 3- 0]
-040404-4-1,[0- 4- 0- 4- 0- 4- 4- 1]
-440000-1-4,[4- 4- 0- 0- 0- 0- 1- 4]
-040440-0-0,[0- 4- 0- 4- 4- 0- 0- 0]
-004444-4-3,[0- 0- 4- 4- 4- 4- 4- 3]
-222202-4-0,[2- 2- 2- 2- 0- 2- 4- 0]
-333030-4-4,[3- 3- 3- 0- 3- 0- 4- 4]
-000440-3-4,[0- 0- 0- 4- 4- 0- 3- 4]
-000440-4-3,[0- 0- 0- 4- 4- 0- 4- 3]
-101101-1-0,[1- 0- 1- 1- 0- 1- 1- 0]
-020002-4-2,[0- 2- 0- 0- 0- 2- 4- 2]
-022202-4-2,[0- 2- 2- 2- 0- 2- 4- 2]
-001110-4-2,[0- 0- 1- 1- 1- 0- 4- 2]
-110101-1-0,[1- 1- 0- 1- 0- 1- 1- 0]
-111011-2-0,[1- 1- 1- 0- 1- 1- 2- 0]
-330330-3-0,[3- 3- 0- 3- 3- 0- 3- 0]
-000011-1-4,[0- 0- 0- 0- 1- 1- 1- 4]
-200020-1-0,[2- 0- 0- 0- 2- 0- 1- 0]
-333030-4-3,[3- 3- 3- 0- 3- 0- 4- 3]
-444400-0-4,[4- 4- 4- 4- 0- 0- 0- 4]
-440400-1-4,[4- 4- 0- 4- 0- 0- 1- 4]
-222220-4-4,[2- 2- 2- 2- 2- 0- 4- 4]
-400000-2-2,[4- 0- 0- 0- 0- 0- 2- 2]
-001011-2-0,[0- 0- 1- 0- 1- 1- 2- 0]
-003003-4-4,[0- 0- 3- 0- 0- 3- 4- 4]
-222202-4-2,[2- 2- 2- 2- 0- 2- 4- 2]
-222022-4-0,[2- 2- 2- 0- 2- 2- 4- 0]
-404440-4-0,[4- 0- 4- 4- 4- 0- 4- 0]
-333033-2-0,[3- 3- 3- 0- 3- 3- 2- 0]
-101010-4-4,[1- 0- 1- 0- 1- 0- 4- 4]
-033033-4-4,[0- 3- 3- 0- 3- 3- 4- 4]
-004444-1-1,[0- 0- 4- 4- 4- 4- 1- 1]
-300333-1-4,[3- 0- 0- 3- 3- 3- 1- 4]
-444440-3-3,[4- 4- 4- 4- 4- 0- 3- 3]
-400044-2-2,[4- 0- 0- 0- 4- 4- 2- 2]
-440044-4-4,[4- 4- 0- 0- 4- 4- 4- 4]
-000033-2-0,[0- 0- 0- 0- 3- 3- 2- 0]
-220220-3-4,[2- 2- 0- 2- 2- 0- 3- 4]
-002020-4-2,[0- 0- 2- 0- 2- 0- 4- 2]
-303333-2-4,[3- 0- 3- 3- 3- 3- 2- 4]
-002220-4-4,[0- 0- 2- 2- 2- 0- 4- 4]
-022200-4-0,[0- 2- 2- 2- 0- 0- 4- 0]
-404004-2-4,[4- 0- 4- 0- 0- 4- 2- 4]
-202022-4-3,[2- 0- 2- 0- 2- 2- 4- 3]
-404040-4-3,[4- 0- 4- 0- 4- 0- 4- 3]
-003303-1-0,[0- 0- 3- 3- 0- 3- 1- 0]
-444004-0-4,[4- 4- 4- 0- 0- 4- 0- 4]
-040404-1-4,[0- 4- 0- 4- 0- 4- 1- 4]
-303333-4-3,[3- 0- 3- 3- 3- 3- 4- 3]
-300030-2-0,[3- 0- 0- 0- 3- 0- 2- 0]
-000010-4-4,[0- 0- 0- 0- 1- 0- 4- 4]
-011111-1-0,[0- 1- 1- 1- 1- 1- 1- 0]
-101101-4-1,[1- 0- 1- 1- 0- 1- 4- 1]
-033000-4-4,[0- 3- 3- 0- 0- 0- 4- 4]
-101001-4-0,[1- 0- 1- 0- 0- 1- 4- 0]
-330303-4-3,[3- 3- 0- 3- 0- 3- 4- 3]
-000011-4-4,[0- 0- 0- 0- 1- 1- 4- 4]
-044044-2-2,[0- 4- 4- 0- 4- 4- 2- 2]
+400004-3-3,[4- 0- 0- 0- 0- 4- 3- 3]
+010100-1-0,[0- 1- 0- 1- 0- 0- 1- 0]
+040444-3-4,[0- 4- 0- 4- 4- 4- 3- 4]
+022222-1-4,[0- 2- 2- 2- 2- 2- 1- 4]
+030033-0-0,[0- 3- 0- 0- 3- 3- 0- 0]
+030330-3-0,[0- 3- 0- 3- 3- 0- 3- 0]
+303300-4-3,[3- 0- 3- 3- 0- 0- 4- 3]
+011111-4-3,[0- 1- 1- 1- 1- 1- 4- 3]
+000000-2-0,[0- 0- 0- 0- 0- 0- 2- 0]
+404400-3-4,[4- 0- 4- 4- 0- 0- 3- 4]
+040044-4-2,[0- 4- 0- 0- 4- 4- 4- 2]
+000022-4-2,[0- 0- 0- 0- 2- 2- 4- 2]
+101011-1-4,[1- 0- 1- 0- 1- 1- 1- 4]
+002022-3-4,[0- 0- 2- 0- 2- 2- 3- 4]
+333303-0-0,[3- 3- 3- 3- 0- 3- 0- 0]
+044444-4-1,[0- 4- 4- 4- 4- 4- 4- 1]
+444444-2-0,[4- 4- 4- 4- 4- 4- 2- 0]
+333330-3-0,[3- 3- 3- 3- 3- 0- 3- 0]
+330333-0-0,[3- 3- 0- 3- 3- 3- 0- 0]
+404000-1-4,[4- 0- 4- 0- 0- 0- 1- 4]
+040000-1-1,[0- 4- 0- 0- 0- 0- 1- 1]
+202000-4-4,[2- 0- 2- 0- 0- 0- 4- 4]
+440000-4-3,[4- 4- 0- 0- 0- 0- 4- 3]
+044000-2-4,[0- 4- 4- 0- 0- 0- 2- 4]
+044000-1-1,[0- 4- 4- 0- 0- 0- 1- 1]
+222000-4-1,[2- 2- 2- 0- 0- 0- 4- 1]
+111010-4-1,[1- 1- 1- 0- 1- 0- 4- 1]
+000000-1-1,[0- 0- 0- 0- 0- 0- 1- 1]
+004044-3-0,[0- 0- 4- 0- 4- 4- 3- 0]
+010110-0-4,[0- 1- 0- 1- 1- 0- 0- 4]
+011010-4-4,[0- 1- 1- 0- 1- 0- 4- 4]
+002200-3-4,[0- 0- 2- 2- 0- 0- 3- 4]
+220000-4-3,[2- 2- 0- 0- 0- 0- 4- 3]
+010011-1-0,[0- 1- 0- 0- 1- 1- 1- 0]
+110111-0-0,[1- 1- 0- 1- 1- 1- 0- 0]
+400444-4-1,[4- 0- 0- 4- 4- 4- 4- 1]
+003330-3-4,[0- 0- 3- 3- 3- 0- 3- 4]
+440000-3-4,[4- 4- 0- 0- 0- 0- 3- 4]
+222022-4-1,[2- 2- 2- 0- 2- 2- 4- 1]
+111000-4-0,[1- 1- 1- 0- 0- 0- 4- 0]
+000200-4-4,[0- 0- 0- 2- 0- 0- 4- 4]
+020200-4-4,[0- 2- 0- 2- 0- 0- 4- 4]
+000440-3-3,[0- 0- 0- 4- 4- 0- 3- 3]
+000044-4-3,[0- 0- 0- 0- 4- 4- 4- 3]
+030333-4-1,[0- 3- 0- 3- 3- 3- 4- 1]
+011010-1-4,[0- 1- 1- 0- 1- 0- 1- 4]
+222022-2-0,[2- 2- 2- 0- 2- 2- 2- 0]
+040444-4-1,[0- 4- 0- 4- 4- 4- 4- 1]
+100101-4-1,[1- 0- 0- 1- 0- 1- 4- 1]
+303330-0-0,[3- 0- 3- 3- 3- 0- 0- 0]
+011110-2-4,[0- 1- 1- 1- 1- 0- 2- 4]
+010010-1-0,[0- 1- 0- 0- 1- 0- 1- 0]
+440000-1-1,[4- 4- 0- 0- 0- 0- 1- 1]
+300300-4-2,[3- 0- 0- 3- 0- 0- 4- 2]
+000100-4-2,[0- 0- 0- 1- 0- 0- 4- 2]
+030300-2-0,[0- 3- 0- 3- 0- 0- 2- 0]
+000000-3-0,[0- 0- 0- 0- 0- 0- 3- 0]
+100011-0-0,[1- 0- 0- 0- 1- 1- 0- 0]
+110011-4-2,[1- 1- 0- 0- 1- 1- 4- 2]
+444004-4-1,[4- 4- 4- 0- 0- 4- 4- 1]
+100101-2-4,[1- 0- 0- 1- 0- 1- 2- 4]
+400444-4-2,[4- 0- 0- 4- 4- 4- 4- 2]
+404444-0-0,[4- 0- 4- 4- 4- 4- 0- 0]
+010000-1-0,[0- 1- 0- 0- 0- 0- 1- 0]
+004040-4-1,[0- 0- 4- 0- 4- 0- 4- 1]
+040000-2-2,[0- 4- 0- 0- 0- 0- 2- 2]
+110111-2-0,[1- 1- 0- 1- 1- 1- 2- 0]
+444004-4-4,[4- 4- 4- 0- 0- 4- 4- 4]
+400000-4-0,[4- 0- 0- 0- 0- 0- 4- 0]
+440404-1-4,[4- 4- 0- 4- 0- 4- 1- 4]
diff --git a/experiment_automatization/input_configurations_file__finally_used.csv b/experiment_automatization/input_configurations_file__finally_used.csv
index 84a5e0bb608b2a36098da3fbfb75b700f39b63bb..ca9435b06479c6ec8e811eb6873a7249fecd7b14 100755
--- a/experiment_automatization/input_configurations_file__finally_used.csv
+++ b/experiment_automatization/input_configurations_file__finally_used.csv
@@ -1,71 +1,71 @@
 configurations,generic format,exact frequency,google pixel format,exact frequencies
-200202-3-0,[2- 0- 0- 2- 0- 2- 3- 0- 0- 0- 0- 0- 0],[1363200- 0- 0- 1363200- 0- 1363200- 2208000- 0- 0- 0- 0- 0- 0],[2- 0- 0- 2- 0- 2- 3- 0], [1363200- 0- 0- 1363200- 0- 1363200- 2208000- 0]
-404000-2-4,[4- 0- 4- 0- 0- 0- 2- 0- 0- 4- 0- 0- 0],[1804801- 0- 1804801- 0- 0- 0- 1478400- 0- 0- 2400001- 0- 0- 0],[4- 0- 4- 0- 0- 0- 2- 4], [1804801- 0- 1804801- 0- 0- 0- 1478400- 2400001]
-011100-4-2,[0- 1- 1- 1- 0- 0- 4- 0- 0- 2- 0- 0- 0],[0- 576000- 576000- 576000- 0- 0- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 1- 1- 1- 0- 0- 4- 2], [0- 576000- 576000- 576000- 0- 0- 2208001- 1766400]
-001101-4-4,[0- 0- 1- 1- 0- 1- 4- 0- 0- 4- 0- 0- 0],[0- 0- 576000- 576000- 0- 576000- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 1- 1- 0- 1- 4- 4], [0- 0- 576000- 576000- 0- 576000- 2208001- 2400001]
-330003-4-0,[3- 3- 0- 0- 0- 3- 4- 0- 0- 0- 0- 0- 0],[1804800- 1804800- 0- 0- 0- 1804800- 2208001- 0- 0- 0- 0- 0- 0],[3- 3- 0- 0- 0- 3- 4- 0], [1804800- 1804800- 0- 0- 0- 1804800- 2208001- 0]
-003303-4-2,[0- 0- 3- 3- 0- 3- 4- 0- 0- 2- 0- 0- 0],[0- 0- 1804800- 1804800- 0- 1804800- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 0- 3- 3- 0- 3- 4- 2], [0- 0- 1804800- 1804800- 0- 1804800- 2208001- 1766400]
-004444-4-2,[0- 0- 4- 4- 4- 4- 4- 0- 0- 2- 0- 0- 0],[0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 0- 4- 4- 4- 4- 4- 2], [0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 1766400]
-111101-4-4,[1- 1- 1- 1- 0- 1- 4- 0- 0- 4- 0- 0- 0],[576000- 576000- 576000- 576000- 0- 576000- 2208001- 0- 0- 2400001- 0- 0- 0],[1- 1- 1- 1- 0- 1- 4- 4], [576000- 576000- 576000- 576000- 0- 576000- 2208001- 2400001]
-333030-3-4,[3- 3- 3- 0- 3- 0- 3- 0- 0- 4- 0- 0- 0],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208000- 0- 0- 2400001- 0- 0- 0],[3- 3- 3- 0- 3- 0- 3- 4], [1804800- 1804800- 1804800- 0- 1804800- 0- 2208000- 2400001]
-222200-1-4,[2- 2- 2- 2- 0- 0- 1- 0- 0- 4- 0- 0- 0],[1363200- 1363200- 1363200- 1363200- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0],[2- 2- 2- 2- 0- 0- 1- 4], [1363200- 1363200- 1363200- 1363200- 0- 0- 652800- 2400001]
-202220-3-0,[2- 0- 2- 2- 2- 0- 3- 0- 0- 0- 0- 0- 0],[1363200- 0- 1363200- 1363200- 1363200- 0- 2208000- 0- 0- 0- 0- 0- 0],[2- 0- 2- 2- 2- 0- 3- 0], [1363200- 0- 1363200- 1363200- 1363200- 0- 2208000- 0]
-044040-1-1,[0- 4- 4- 0- 4- 0- 1- 0- 0- 1- 0- 0- 0],[0- 1804801- 1804801- 0- 1804801- 0- 652800- 0- 0- 806400- 0- 0- 0],[0- 4- 4- 0- 4- 0- 1- 1], [0- 1804801- 1804801- 0- 1804801- 0- 652800- 806400]
-303330-3-0,[3- 0- 3- 3- 3- 0- 3- 0- 0- 0- 0- 0- 0],[1804800- 0- 1804800- 1804800- 1804800- 0- 2208000- 0- 0- 0- 0- 0- 0],[3- 0- 3- 3- 3- 0- 3- 0], [1804800- 0- 1804800- 1804800- 1804800- 0- 2208000- 0]
-040404-4-1,[0- 4- 0- 4- 0- 4- 4- 0- 0- 1- 0- 0- 0],[0- 1804801- 0- 1804801- 0- 1804801- 2208001- 0- 0- 806400- 0- 0- 0],[0- 4- 0- 4- 0- 4- 4- 1], [0- 1804801- 0- 1804801- 0- 1804801- 2208001- 806400]
-440000-1-4,[4- 4- 0- 0- 0- 0- 1- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 0- 0- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0],[4- 4- 0- 0- 0- 0- 1- 4], [1804801- 1804801- 0- 0- 0- 0- 652800- 2400001]
-040440-0-0,[0- 4- 0- 4- 4- 0- 0- 0- 0- 0- 0- 0- 0],[0- 1804801- 0- 1804801- 1804801- 0- 0- 0- 0- 0- 0- 0- 0],[0- 4- 0- 4- 4- 0- 0- 0], [0- 1804801- 0- 1804801- 1804801- 0- 0- 0]
-004444-4-3,[0- 0- 4- 4- 4- 4- 4- 0- 0- 3- 0- 0- 0],[0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 0- 0- 2400000- 0- 0- 0],[0- 0- 4- 4- 4- 4- 4- 3], [0- 0- 1804801- 1804801- 1804801- 1804801- 2208001- 2400000]
-222202-4-0,[2- 2- 2- 2- 0- 2- 4- 0- 0- 0- 0- 0- 0],[1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0- 0- 0- 0- 0- 0],[2- 2- 2- 2- 0- 2- 4- 0], [1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0]
-333030-4-4,[3- 3- 3- 0- 3- 0- 4- 0- 0- 4- 0- 0- 0],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[3- 3- 3- 0- 3- 0- 4- 4], [1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 2400001]
-000440-3-4,[0- 0- 0- 4- 4- 0- 3- 0- 0- 4- 0- 0- 0],[0- 0- 0- 1804801- 1804801- 0- 2208000- 0- 0- 2400001- 0- 0- 0],[0- 0- 0- 4- 4- 0- 3- 4], [0- 0- 0- 1804801- 1804801- 0- 2208000- 2400001]
-000440-4-3,[0- 0- 0- 4- 4- 0- 4- 0- 0- 3- 0- 0- 0],[0- 0- 0- 1804801- 1804801- 0- 2208001- 0- 0- 2400000- 0- 0- 0],[0- 0- 0- 4- 4- 0- 4- 3], [0- 0- 0- 1804801- 1804801- 0- 2208001- 2400000]
-101101-1-0,[1- 0- 1- 1- 0- 1- 1- 0- 0- 0- 0- 0- 0],[576000- 0- 576000- 576000- 0- 576000- 652800- 0- 0- 0- 0- 0- 0],[1- 0- 1- 1- 0- 1- 1- 0], [576000- 0- 576000- 576000- 0- 576000- 652800- 0]
-020002-4-2,[0- 2- 0- 0- 0- 2- 4- 0- 0- 2- 0- 0- 0],[0- 1363200- 0- 0- 0- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 2- 0- 0- 0- 2- 4- 2], [0- 1363200- 0- 0- 0- 1363200- 2208001- 1766400]
-022202-4-2,[0- 2- 2- 2- 0- 2- 4- 0- 0- 2- 0- 0- 0],[0- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 2- 2- 2- 0- 2- 4- 2], [0- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 1766400]
-001110-4-2,[0- 0- 1- 1- 1- 0- 4- 0- 0- 2- 0- 0- 0],[0- 0- 576000- 576000- 576000- 0- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 0- 1- 1- 1- 0- 4- 2], [0- 0- 576000- 576000- 576000- 0- 2208001- 1766400]
-110101-1-0,[1- 1- 0- 1- 0- 1- 1- 0- 0- 0- 0- 0- 0],[576000- 576000- 0- 576000- 0- 576000- 652800- 0- 0- 0- 0- 0- 0],[1- 1- 0- 1- 0- 1- 1- 0], [576000- 576000- 0- 576000- 0- 576000- 652800- 0]
-111011-2-0,[1- 1- 1- 0- 1- 1- 2- 0- 0- 0- 0- 0- 0],[576000- 576000- 576000- 0- 576000- 576000- 1478400- 0- 0- 0- 0- 0- 0],[1- 1- 1- 0- 1- 1- 2- 0], [576000- 576000- 576000- 0- 576000- 576000- 1478400- 0]
-330330-3-0,[3- 3- 0- 3- 3- 0- 3- 0- 0- 0- 0- 0- 0],[1804800- 1804800- 0- 1804800- 1804800- 0- 2208000- 0- 0- 0- 0- 0- 0],[3- 3- 0- 3- 3- 0- 3- 0], [1804800- 1804800- 0- 1804800- 1804800- 0- 2208000- 0]
-000011-1-4,[0- 0- 0- 0- 1- 1- 1- 0- 0- 4- 0- 0- 0],[0- 0- 0- 0- 576000- 576000- 652800- 0- 0- 2400001- 0- 0- 0],[0- 0- 0- 0- 1- 1- 1- 4], [0- 0- 0- 0- 576000- 576000- 652800- 2400001]
-200020-1-0,[2- 0- 0- 0- 2- 0- 1- 0- 0- 0- 0- 0- 0],[1363200- 0- 0- 0- 1363200- 0- 652800- 0- 0- 0- 0- 0- 0],[2- 0- 0- 0- 2- 0- 1- 0], [1363200- 0- 0- 0- 1363200- 0- 652800- 0]
-333030-4-3,[3- 3- 3- 0- 3- 0- 4- 0- 0- 3- 0- 0- 0],[1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 0- 0- 2400000- 0- 0- 0],[3- 3- 3- 0- 3- 0- 4- 3], [1804800- 1804800- 1804800- 0- 1804800- 0- 2208001- 2400000]
-444400-0-4,[4- 4- 4- 4- 0- 0- 0- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 1804801- 1804801- 0- 0- 0- 0- 0- 2400001- 0- 0- 0],[4- 4- 4- 4- 0- 0- 0- 4], [1804801- 1804801- 1804801- 1804801- 0- 0- 0- 2400001]
-440400-1-4,[4- 4- 0- 4- 0- 0- 1- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 0- 1804801- 0- 0- 652800- 0- 0- 2400001- 0- 0- 0],[4- 4- 0- 4- 0- 0- 1- 4], [1804801- 1804801- 0- 1804801- 0- 0- 652800- 2400001]
-222220-4-4,[2- 2- 2- 2- 2- 0- 4- 0- 0- 4- 0- 0- 0],[1363200- 1363200- 1363200- 1363200- 1363200- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[2- 2- 2- 2- 2- 0- 4- 4], [1363200- 1363200- 1363200- 1363200- 1363200- 0- 2208001- 2400001]
-400000-2-2,[4- 0- 0- 0- 0- 0- 2- 0- 0- 2- 0- 0- 0],[1804801- 0- 0- 0- 0- 0- 1478400- 0- 0- 1766400- 0- 0- 0],[4- 0- 0- 0- 0- 0- 2- 2], [1804801- 0- 0- 0- 0- 0- 1478400- 1766400]
-001011-2-0,[0- 0- 1- 0- 1- 1- 2- 0- 0- 0- 0- 0- 0],[0- 0- 576000- 0- 576000- 576000- 1478400- 0- 0- 0- 0- 0- 0],[0- 0- 1- 0- 1- 1- 2- 0], [0- 0- 576000- 0- 576000- 576000- 1478400- 0]
-003003-4-4,[0- 0- 3- 0- 0- 3- 4- 0- 0- 4- 0- 0- 0],[0- 0- 1804800- 0- 0- 1804800- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 3- 0- 0- 3- 4- 4], [0- 0- 1804800- 0- 0- 1804800- 2208001- 2400001]
-222202-4-2,[2- 2- 2- 2- 0- 2- 4- 0- 0- 2- 0- 0- 0],[1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 0- 0- 1766400- 0- 0- 0],[2- 2- 2- 2- 0- 2- 4- 2], [1363200- 1363200- 1363200- 1363200- 0- 1363200- 2208001- 1766400]
-222022-4-0,[2- 2- 2- 0- 2- 2- 4- 0- 0- 0- 0- 0- 0],[1363200- 1363200- 1363200- 0- 1363200- 1363200- 2208001- 0- 0- 0- 0- 0- 0],[2- 2- 2- 0- 2- 2- 4- 0], [1363200- 1363200- 1363200- 0- 1363200- 1363200- 2208001- 0]
-404440-4-0,[4- 0- 4- 4- 4- 0- 4- 0- 0- 0- 0- 0- 0],[1804801- 0- 1804801- 1804801- 1804801- 0- 2208001- 0- 0- 0- 0- 0- 0],[4- 0- 4- 4- 4- 0- 4- 0], [1804801- 0- 1804801- 1804801- 1804801- 0- 2208001- 0]
-333033-2-0,[3- 3- 3- 0- 3- 3- 2- 0- 0- 0- 0- 0- 0],[1804800- 1804800- 1804800- 0- 1804800- 1804800- 1478400- 0- 0- 0- 0- 0- 0],[3- 3- 3- 0- 3- 3- 2- 0], [1804800- 1804800- 1804800- 0- 1804800- 1804800- 1478400- 0]
-101010-4-4,[1- 0- 1- 0- 1- 0- 4- 0- 0- 4- 0- 0- 0],[576000- 0- 576000- 0- 576000- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[1- 0- 1- 0- 1- 0- 4- 4], [576000- 0- 576000- 0- 576000- 0- 2208001- 2400001]
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-004444-1-1,[0- 0- 4- 4- 4- 4- 1- 0- 0- 1- 0- 0- 0],[0- 0- 1804801- 1804801- 1804801- 1804801- 652800- 0- 0- 806400- 0- 0- 0],[0- 0- 4- 4- 4- 4- 1- 1], [0- 0- 1804801- 1804801- 1804801- 1804801- 652800- 806400]
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-444440-3-3,[4- 4- 4- 4- 4- 0- 3- 0- 0- 3- 0- 0- 0],[1804801- 1804801- 1804801- 1804801- 1804801- 0- 2208000- 0- 0- 2400000- 0- 0- 0],[4- 4- 4- 4- 4- 0- 3- 3], [1804801- 1804801- 1804801- 1804801- 1804801- 0- 2208000- 2400000]
-400044-2-2,[4- 0- 0- 0- 4- 4- 2- 0- 0- 2- 0- 0- 0],[1804801- 0- 0- 0- 1804801- 1804801- 1478400- 0- 0- 1766400- 0- 0- 0],[4- 0- 0- 0- 4- 4- 2- 2], [1804801- 0- 0- 0- 1804801- 1804801- 1478400- 1766400]
-440044-4-4,[4- 4- 0- 0- 4- 4- 4- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 0- 0- 1804801- 1804801- 2208001- 0- 0- 2400001- 0- 0- 0],[4- 4- 0- 0- 4- 4- 4- 4], [1804801- 1804801- 0- 0- 1804801- 1804801- 2208001- 2400001]
-000033-2-0,[0- 0- 0- 0- 3- 3- 2- 0- 0- 0- 0- 0- 0],[0- 0- 0- 0- 1804800- 1804800- 1478400- 0- 0- 0- 0- 0- 0],[0- 0- 0- 0- 3- 3- 2- 0], [0- 0- 0- 0- 1804800- 1804800- 1478400- 0]
-220220-3-4,[2- 2- 0- 2- 2- 0- 3- 0- 0- 4- 0- 0- 0],[1363200- 1363200- 0- 1363200- 1363200- 0- 2208000- 0- 0- 2400001- 0- 0- 0],[2- 2- 0- 2- 2- 0- 3- 4], [1363200- 1363200- 0- 1363200- 1363200- 0- 2208000- 2400001]
-002020-4-2,[0- 0- 2- 0- 2- 0- 4- 0- 0- 2- 0- 0- 0],[0- 0- 1363200- 0- 1363200- 0- 2208001- 0- 0- 1766400- 0- 0- 0],[0- 0- 2- 0- 2- 0- 4- 2], [0- 0- 1363200- 0- 1363200- 0- 2208001- 1766400]
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-002220-4-4,[0- 0- 2- 2- 2- 0- 4- 0- 0- 4- 0- 0- 0],[0- 0- 1363200- 1363200- 1363200- 0- 2208001- 0- 0- 2400001- 0- 0- 0],[0- 0- 2- 2- 2- 0- 4- 4], [0- 0- 1363200- 1363200- 1363200- 0- 2208001- 2400001]
-022200-4-0,[0- 2- 2- 2- 0- 0- 4- 0- 0- 0- 0- 0- 0],[0- 1363200- 1363200- 1363200- 0- 0- 2208001- 0- 0- 0- 0- 0- 0],[0- 2- 2- 2- 0- 0- 4- 0], [0- 1363200- 1363200- 1363200- 0- 0- 2208001- 0]
-404004-2-4,[4- 0- 4- 0- 0- 4- 2- 0- 0- 4- 0- 0- 0],[1804801- 0- 1804801- 0- 0- 1804801- 1478400- 0- 0- 2400001- 0- 0- 0],[4- 0- 4- 0- 0- 4- 2- 4], [1804801- 0- 1804801- 0- 0- 1804801- 1478400- 2400001]
-202022-4-3,[2- 0- 2- 0- 2- 2- 4- 0- 0- 3- 0- 0- 0],[1363200- 0- 1363200- 0- 1363200- 1363200- 2208001- 0- 0- 2400000- 0- 0- 0],[2- 0- 2- 0- 2- 2- 4- 3], [1363200- 0- 1363200- 0- 1363200- 1363200- 2208001- 2400000]
-404040-4-3,[4- 0- 4- 0- 4- 0- 4- 0- 0- 3- 0- 0- 0],[1804801- 0- 1804801- 0- 1804801- 0- 2208001- 0- 0- 2400000- 0- 0- 0],[4- 0- 4- 0- 4- 0- 4- 3], [1804801- 0- 1804801- 0- 1804801- 0- 2208001- 2400000]
-003303-1-0,[0- 0- 3- 3- 0- 3- 1- 0- 0- 0- 0- 0- 0],[0- 0- 1804800- 1804800- 0- 1804800- 652800- 0- 0- 0- 0- 0- 0],[0- 0- 3- 3- 0- 3- 1- 0], [0- 0- 1804800- 1804800- 0- 1804800- 652800- 0]
-444004-0-4,[4- 4- 4- 0- 0- 4- 0- 0- 0- 4- 0- 0- 0],[1804801- 1804801- 1804801- 0- 0- 1804801- 0- 0- 0- 2400001- 0- 0- 0],[4- 4- 4- 0- 0- 4- 0- 4], [1804801- 1804801- 1804801- 0- 0- 1804801- 0- 2400001]
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diff --git a/experiment_automatization/summary_files_only/summary___24Sep22_12_25_53.csv b/experiment_automatization/summary_files_only/summary___24Sep22_12_25_53.csv
new file mode 100755
index 0000000000000000000000000000000000000000..911f5fee2c72d0a8975ee7d34a4bec299882919c
--- /dev/null
+++ b/experiment_automatization/summary_files_only/summary___24Sep22_12_25_53.csv
@@ -0,0 +1,71 @@
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diff --git a/kernel_ridge_linear_model/__pycache__/utils_functions.cpython-38.pyc b/kernel_ridge_linear_model/__pycache__/utils_functions.cpython-38.pyc
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diff --git a/kernel_ridge_linear_model/best_R2_exploration_summary.csv b/kernel_ridge_linear_model/best_R2_exploration_summary.csv
index 24f630dfe3e6b5cc1a46847c83e70635a157c924..347b6089f6798f235c95df617fe7dca9999cacc5 100755
--- a/kernel_ridge_linear_model/best_R2_exploration_summary.csv
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@@ -248,3 +248,4 @@ samsung_galaxy_s8,samsung_galaxy_s8_format,False,False,1000,0.049940597311979425
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 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,
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+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,
diff --git a/kernel_ridge_linear_model/images_resuming_lesson_learned/googles_pixel_heuristics.graphml b/kernel_ridge_linear_model/images_resuming_lesson_learned/googles_pixel_heuristics.graphml
index 9c5882646a1f5bf3d045f3522945b8abd8338ff0..37436faa5d840284cbc0a5c24035d9199e0fa5a0 100755
--- a/kernel_ridge_linear_model/images_resuming_lesson_learned/googles_pixel_heuristics.graphml
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@@ -109,11 +176,10 @@
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@@ -128,11 +194,10 @@
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@@ -147,11 +212,10 @@
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@@ -166,11 +230,10 @@
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@@ -185,11 +248,10 @@
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@@ -198,11 +260,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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     </node>
-    <node id="n10">
-      <data key="d5"/>
+    <node id="n14">
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+          <y:Geometry height="55.0" width="30.0" x="-498.75" y="-542.125"/>
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@@ -210,11 +271,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -229,11 +289,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -248,11 +307,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -267,12 +325,11 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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-          <y:Fill hasColor="false" transparent="false"/>
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+          <y:Fill color="#C0C0C0" transparent="false"/>
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@@ -286,11 +343,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -305,11 +361,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -324,22 +379,21 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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           <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="internal" modelPosition="c" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="13.0" y="25.5"/>
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@@ -347,11 +401,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -359,11 +412,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -371,11 +423,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -491,11 +536,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -510,11 +554,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -529,11 +572,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -548,11 +590,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -561,11 +602,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -580,14 +620,13 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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-          <y:Fill hasColor="false" transparent="false"/>
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+          <y:Fill color="#993300" transparent="false"/>
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+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" underlinedText="true" verticalTextPosition="bottom" visible="true" width="4.0" x="4.0" y="20.75">
             <y:LabelModel>
               <y:SmartNodeLabelModel distance="4.0"/>
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@@ -599,11 +638,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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+    <node id="n38">
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@@ -611,11 +649,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -630,36 +667,32 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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+    <node id="n40">
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+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="16" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="23.6015625" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#993300" verticalTextPosition="bottom" visible="true" width="283.28125" x="-124.890625" xml:space="preserve" y="20.19921875">Quest: do we add  a task to the core 0?<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
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+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="20" fontStyle="bold" hasBackgroundColor="false" hasLineColor="false" height="28.501953125" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#993300" verticalTextPosition="bottom" visible="true" width="16.216796875" x="6.8916015625" xml:space="preserve" y="4.499023437499943">?<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
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@@ -674,11 +707,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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+    <node id="n43">
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@@ -693,11 +725,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -712,11 +743,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -731,11 +761,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -750,11 +779,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -769,11 +797,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -788,11 +815,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -807,11 +833,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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@@ -864,11 +887,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
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           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="-1.5" y="44.5">
@@ -883,11 +905,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n50">
-      <data key="d5"/>
+    <node id="n54">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="1.0" width="29.5" x="-214.5" y="-435.0"/>
+          <y:Geometry height="1.0" width="29.5" x="-214.5" y="-386.125"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="12.75" y="-1.5">
@@ -902,11 +923,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n51">
-      <data key="d5"/>
+    <node id="n55">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="31.0" width="31.0" x="-142.0" y="-466.0"/>
+          <y:Geometry height="31.0" width="31.0" x="-142.0" y="-417.125"/>
           <y:Fill color="#FF0000" transparent="false"/>
           <y:BorderStyle color="#FF0000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="13.5" y="13.5">
@@ -921,11 +941,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n52">
-      <data key="d5"/>
+    <node id="n56">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="93.0" width="1.0" x="-143.0" y="-528.0"/>
+          <y:Geometry height="93.0" width="1.0" x="-143.0" y="-479.125"/>
           <y:Fill color="#FFCC00" transparent="false"/>
           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="-1.5" y="44.5">
@@ -940,11 +959,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n53">
-      <data key="d5"/>
+    <node id="n57">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="93.0" width="1.0" x="-111.0" y="-528.0"/>
+          <y:Geometry height="93.0" width="1.0" x="-111.0" y="-479.125"/>
           <y:Fill color="#FFCC00" transparent="false"/>
           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="-1.5" y="44.5">
@@ -959,11 +977,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n54">
-      <data key="d5"/>
+    <node id="n58">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="1.0" width="29.5" x="-141.25" y="-435.0"/>
+          <y:Geometry height="1.0" width="29.5" x="-141.25" y="-386.125"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="12.75" y="-1.5">
@@ -978,11 +995,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n55">
-      <data key="d5"/>
+    <node id="n59">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="31.0" width="18.0" x="-558.0" y="-464.0"/>
+          <y:Geometry height="31.0" width="18.0" x="-558.0" y="-415.125"/>
           <y:Fill color="#99CC00" transparent="false"/>
           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="7.0" y="13.5">
@@ -997,11 +1013,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n56">
-      <data key="d5"/>
+    <node id="n60">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="31.0" width="18.0" x="-558.0" y="-495.0"/>
+          <y:Geometry height="31.0" width="18.0" x="-558.0" y="-446.125"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="7.0" y="13.5">
@@ -1016,11 +1031,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n57">
-      <data key="d5"/>
+    <node id="n61">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="45.0" width="18.0" x="-19.75" y="-479.0"/>
+          <y:Geometry height="45.0" width="18.0" x="-19.75" y="-430.125"/>
           <y:Fill color="#99CC00" transparent="false"/>
           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="7.0" y="20.5">
@@ -1035,11 +1049,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n58">
-      <data key="d5"/>
+    <node id="n62">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="45.0" width="18.0" x="-19.75" y="-524.5"/>
+          <y:Geometry height="45.0" width="18.0" x="-19.75" y="-475.625"/>
           <y:Fill color="#99CC00" transparent="false"/>
           <y:BorderStyle color="#99CC00" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="7.0" y="20.5">
@@ -1054,11 +1067,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n59">
-      <data key="d5"/>
+    <node id="n63">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="63.0" width="18.0" x="136.5" y="-496.0"/>
+          <y:Geometry height="63.0" width="18.0" x="136.5" y="-447.125"/>
           <y:Fill color="#99CC00" transparent="false"/>
           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="7.0" y="29.5">
@@ -1073,11 +1085,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n60">
-      <data key="d5"/>
+    <node id="n64">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="63.0" width="18.0" x="136.5" y="-560.0"/>
+          <y:Geometry height="63.0" width="18.0" x="136.5" y="-511.125"/>
           <y:Fill color="#99CC00" transparent="false"/>
           <y:BorderStyle color="#99CC00" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="7.0" y="29.5">
@@ -1092,11 +1103,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n61">
-      <data key="d5"/>
+    <node id="n65">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="45.5" width="18.0" x="-19.75" y="-524.5"/>
+          <y:Geometry height="45.5" width="18.0" x="-19.75" y="-475.625"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="7.0" y="20.75">
@@ -1111,11 +1121,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n62">
-      <data key="d5"/>
+    <node id="n66">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="64.0" width="18.0" x="136.5" y="-560.0"/>
+          <y:Geometry height="64.0" width="18.0" x="136.5" y="-511.125"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="7.0" y="30.0">
@@ -1130,11 +1139,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n63">
-      <data key="d5"/>
+    <node id="n67">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="1.0" width="29.5" x="15.0" y="-434.0"/>
+          <y:Geometry height="1.0" width="29.5" x="15.0" y="-385.125"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="12.75" y="-1.5">
@@ -1149,11 +1157,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n64">
-      <data key="d5"/>
+    <node id="n68">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="1.0" width="29.5" x="174.25" y="-437.0"/>
+          <y:Geometry height="1.0" width="29.5" x="174.25" y="-388.125"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="12.75" y="-1.5">
@@ -1168,11 +1175,10 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n65">
-      <data key="d5"/>
+    <node id="n69">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="55.0" width="24.0" x="-584.5" y="-676.0"/>
+          <y:Geometry height="55.0" width="24.0" x="-584.5" y="-597.125"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="16" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="23.6015625" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="88.484375" x="-32.2421875" xml:space="preserve" y="15.69921875">Little socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
@@ -1180,23 +1186,21 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n66">
-      <data key="d5"/>
+    <node id="n70">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="55.0" width="24.0" x="-38.25" y="-685.0"/>
+          <y:Geometry height="55.0" width="24.0" x="-38.25" y="-636.125"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
-          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="16" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="23.6015625" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="111.59375" x="-43.796875" xml:space="preserve" y="15.69921875">Medium socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="16" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="23.6015625" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="111.59375" x="-31.796875" xml:space="preserve" y="15.69921875">Medium socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.5" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
           <y:Shape type="rectangle"/>
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n67">
-      <data key="d5"/>
+    <node id="n71">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="55.0" width="24.0" x="184.5" y="-685.0"/>
+          <y:Geometry height="55.0" width="24.0" x="177.0" y="-616.125"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="16" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="43.203125" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="50.2421875" x="-13.12109375" xml:space="preserve" y="5.8984375">Big 
@@ -1205,23 +1209,22 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n68">
-      <data key="d5"/>
+    <node id="n72">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="55.0" width="24.0" x="-277.5" y="-648.4999999999999"/>
+          <y:Geometry height="55.0" width="24.0" x="-277.5" y="-576.7246015936255"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
-          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="16" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="23.6015625" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#993300" verticalTextPosition="bottom" visible="true" width="319.7265625" x="-159.86328125" xml:space="preserve" y="27.3984375">Answ: YES on green cases, NO on red ones<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.5" nodeRatioX="-0.5" nodeRatioY="0.5" offsetX="0.0" offsetY="-4.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="16" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="43.203125" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#993300" verticalTextPosition="bottom" visible="true" width="319.7265625" x="-159.86328125" xml:space="preserve" y="5.8984375">Answ: YES on green cases, NO on red ones
+NOT SURE on gray ones.<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="-0.5" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
           <y:Shape type="rectangle"/>
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n69">
-      <data key="d5"/>
+    <node id="n73">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="55.0" width="30.0" x="106.5" y="-615.0"/>
+          <y:Geometry height="55.0" width="30.0" x="106.5" y="-566.125"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="18.701171875" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="26.669921875" x="1.6650390625" xml:space="preserve" y="18.1494140625">Max<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
@@ -1229,11 +1232,10 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n70">
-      <data key="d5"/>
+    <node id="n74">
       <data key="d6">
         <y:ShapeNode>
-          <y:Geometry height="55.0" width="30.0" x="-49.75" y="-571.25"/>
+          <y:Geometry height="55.0" width="30.0" x="-49.75" y="-522.375"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
           <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="18.701171875" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="26.669921875" x="1.6650390625" xml:space="preserve" y="18.1494140625">Max<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
@@ -1241,11 +1243,10 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod
         </y:ShapeNode>
       </data>
     </node>
-    <node id="n71">
-      <data key="d5"/>
+    <node id="n75">
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+            <y:LabelModel>
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+            <y:LabelModel>
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+            <y:LabelModel>
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+frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
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+          <y:Shape type="rectangle"/>
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+frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
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+        </y:ShapeNode>
+      </data>
+    </node>
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+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
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+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
+    </node>
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+      <data key="d6">
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+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
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+          <y:Fill color="#C0C0C0" transparent="false"/>
+          <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="13.5" y="13.5">
+            <y:LabelModel>
+              <y:SmartNodeLabelModel distance="4.0"/>
+            </y:LabelModel>
+            <y:ModelParameter>
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+            <y:LabelModel>
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+            </y:LabelModel>
+            <y:ModelParameter>
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+            </y:ModelParameter>
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+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
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+          <y:Fill color="#FFCC00" transparent="false"/>
+          <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
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+            <y:LabelModel>
+              <y:SmartNodeLabelModel distance="4.0"/>
+            </y:LabelModel>
+            <y:ModelParameter>
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+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
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+          <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
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+            <y:LabelModel>
+              <y:SmartNodeLabelModel distance="4.0"/>
+            </y:LabelModel>
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+          </y:NodeLabel>
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+        </y:ShapeNode>
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+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
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+            <y:LabelModel>
+              <y:SmartNodeLabelModel distance="4.0"/>
+            </y:LabelModel>
+            <y:ModelParameter>
+              <y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/>
+            </y:ModelParameter>
+          </y:NodeLabel>
+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
+    </node>
+    <node id="n353">
+      <data key="d6">
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+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="33.40234375" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="88.720703125" x="-29.3603515625" xml:space="preserve" y="4.0"> Medium core 
+frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="-0.5" nodeRatioX="0.0" nodeRatioY="-0.5" offsetX="0.0" offsetY="4.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
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+    </node>
+    <node id="n354">
+      <data key="d6">
+        <y:ShapeNode>
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+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
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+            <y:LabelModel>
+              <y:SmartNodeLabelModel distance="4.0"/>
+            </y:LabelModel>
+            <y:ModelParameter>
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+            </y:ModelParameter>
+          </y:NodeLabel>
+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
+    </node>
+    <node id="n355">
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+        <y:ShapeNode>
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+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="7.0" y="93.5">
+            <y:LabelModel>
+              <y:SmartNodeLabelModel distance="4.0"/>
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+            <y:ModelParameter>
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+            </y:ModelParameter>
+          </y:NodeLabel>
+          <y:Shape type="rectangle"/>
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+    <node id="n356">
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+        <y:ShapeNode>
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+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="13.0" y="-1.5">
+            <y:LabelModel>
+              <y:SmartNodeLabelModel distance="4.0"/>
+            </y:LabelModel>
+            <y:ModelParameter>
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+            </y:ModelParameter>
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+          <y:Shape type="rectangle"/>
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+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="33.40234375" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="88.720703125" x="-29.3603515625" xml:space="preserve" y="10.798828125"> Big core 
+frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
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+          <y:Fill hasColor="false" transparent="false"/>
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+            <y:LabelModel>
+              <y:SmartNodeLabelModel distance="4.0"/>
+            </y:LabelModel>
+            <y:ModelParameter>
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+            </y:ModelParameter>
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+          <y:Fill color="#008000" transparent="false"/>
+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
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+            <y:LabelModel>
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+            <y:LabelModel>
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+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="22" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="30.9521484375" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#008000" verticalTextPosition="bottom" visible="true" width="257.12890625" x="-85.814453125" xml:space="preserve" y="16.52392578125">Good impact on efficiency<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.7761194029850746" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
+          <y:Shape type="rectangle"/>
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+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
+    </node>
+    <node id="n176">
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+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="16" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="23.6015625" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="77.8125" x="-26.90625" xml:space="preserve" y="15.69921875">Big socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
+    </node>
+    <node id="n177">
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+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
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+          <y:Shape type="rectangle"/>
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+      </data>
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+        <y:ShapeNode>
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+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
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+          <y:Shape type="rectangle"/>
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+      <data key="d6">
+        <y:ShapeNode>
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+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
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+          <y:Shape type="rectangle"/>
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+    <node id="n184">
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+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
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+          <y:Shape type="rectangle"/>
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+    </node>
+    <node id="n185">
+      <data key="d6">
+        <y:ShapeNode>
+          <y:Geometry height="55.0" width="30.0" x="1655.5625" y="296.25"/>
+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="18.701171875" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="40.017578125" x="-5.0087890625" xml:space="preserve" y="18.1494140625">Core 5<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
+    </node>
+    <node id="n186">
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+        <y:ShapeNode>
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+          <y:Fill color="#99CC00" transparent="false"/>
+          <y:BorderStyle color="#000000" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" hasText="false" height="4.0" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="4.0" x="13.5" y="13.5">
+            <y:LabelModel>
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+            </y:LabelModel>
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+        </y:ShapeNode>
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+              <y:SmartNodeLabelModel distance="4.0"/>
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+          </y:NodeLabel>
+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
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+            </y:ModelParameter>
+          </y:NodeLabel>
+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
+    </node>
+    <node id="n242">
+      <data key="d6">
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+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="16" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="23.6015625" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="88.484375" x="-32.2421875" xml:space="preserve" y="15.69921875">Little socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
+    </node>
+    <node id="n243">
+      <data key="d6">
+        <y:ShapeNode>
+          <y:Geometry height="55.0" width="24.0" x="1532.8125" y="473.75"/>
+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="16" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="23.6015625" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="77.8125" x="-26.90625" xml:space="preserve" y="15.69921875">Big socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
+    </node>
+    <node id="n244">
+      <data key="d6">
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+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
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+ NO on red ones
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+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
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+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
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+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
+    </node>
+    <node id="n246">
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+        <y:ShapeNode>
+          <y:Geometry height="55.0" width="30.0" x="1096.5625" y="609.5"/>
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+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
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+          <y:Shape type="rectangle"/>
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+      </data>
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+        <y:ShapeNode>
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+          <y:Shape type="rectangle"/>
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+    <node id="n249">
+      <data key="d6">
+        <y:ShapeNode>
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+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="18.701171875" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="23.3359375" x="3.33203125" xml:space="preserve" y="18.1494140625">Min<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
+          <y:Shape type="rectangle"/>
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+      </data>
+    </node>
+    <node id="n250">
+      <data key="d6">
+        <y:ShapeNode>
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+          <y:Shape type="rectangle"/>
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+    <node id="n251">
+      <data key="d6">
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+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
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+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
+    </node>
+    <node id="n252">
+      <data key="d6">
+        <y:ShapeNode>
+          <y:Geometry height="55.0" width="30.0" x="1661.8125" y="575.0"/>
+          <y:Fill hasColor="false" transparent="false"/>
+          <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="18.701171875" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="40.017578125" x="-5.0087890625" xml:space="preserve" y="18.1494140625">Core 5<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.0" nodeRatioY="0.0" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
+          <y:Shape type="rectangle"/>
+        </y:ShapeNode>
+      </data>
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+          <y:Fill color="#99CC00" transparent="false"/>
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+          <y:Fill color="#FFCC00" transparent="false"/>
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+            <y:LabelModel>
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diff --git a/kernel_ridge_linear_model/images_resuming_lesson_learned/samsung_galaxy_s8_heuristics.png b/kernel_ridge_linear_model/images_resuming_lesson_learned/samsung_galaxy_s8_heuristics.png
new file mode 100755
index 0000000000000000000000000000000000000000..aaf7ba360784bd2364c5fa22e5638de661569c16
Binary files /dev/null and b/kernel_ridge_linear_model/images_resuming_lesson_learned/samsung_galaxy_s8_heuristics.png differ
diff --git a/kernel_ridge_linear_model/kernel_ridge.py b/kernel_ridge_linear_model/kernel_ridge.py
index bb652ea07054a3e12d4476e62d1a46404ebc414e..84b6fd19a4ea1d224895b863779e7a68fa17df98 100755
--- a/kernel_ridge_linear_model/kernel_ridge.py
+++ b/kernel_ridge_linear_model/kernel_ridge.py
@@ -28,45 +28,11 @@ number_of_neighbour = 10  # number of "similar" neighbours to consider
 
 max_input_size = -1
 convert_X_to_base_Y = True
-X_format_in_model = "base_Y"# "base_Y"  # can be base_Y (for the base representing limitation on some phone) 
-                            # or base_Y_N_on_little with the previous base, but only the number of cores on little socket has been retained,
+X_format_in_model = "base_Y"# can be - base_Y (for the base representing limitation on some phone) 
+                            # - or base_Y_N_on_little with the previous base, but only the number of cores on little socket has been retained,
                             # not the state of every core as on base_Y 
-
-if phone_name == "google_pixel_4a_5g" : 
-
-    base_Y__X_meaning_dictionnary = {"X_0" : "frequency level of Little Socket",
-                                "X_1" : "Core 0 state", 
-                                "X_2" : "Core 1 state", 
-                                "X_3" : "Core 2 state", 
-                                "X_4" : "Core 3 state", 
-                                "X_5" : "Core 4 state",
-                                "X_6" : "Core 5 state",  
-                                "X_7" : "Medium Socket or core 6 frequency",
-                                "X_8" : "Big Socket or core 7 frequency"} 
-
-    base_Y_N_on_little__X_meaning_dictionnary = {"X_0" : "frequency level of Little Socket",
-                                "X_1" : "Number of little cores active",  
-                                "X_2" : "frequency level of Medium Socket or core 6",
-                                "X_3" : "frequency level of Big Socket or core 7"} 
-
-elif phone_name == "samsung_galaxy_s8" :
-
-    base_Y__X_meaning_dictionnary = {"X_0" : "frequency level of Little Socket",
-                                "X_1" : "Core 0 state", 
-                                "X_2" : "Core 1 state", 
-                                "X_3" : "Core 2 state", 
-                                "X_4" : "Core 3 state",
-                                "X_5" : "frequency level of Big Socket",
-                                "X_6" : "Core 4 state",  
-                                "X_7" : "Core 5 state", 
-                                "X_8" : "Core 6 state", 
-                                "X_9" : "Core 7 state",} 
-
-    base_Y_N_on_little__X_meaning_dictionnary = {"X_0" : "frequency level of Little Socket",
-                                "X_1" : "Number of little cores active",  
-                                "X_2" :"frequency level of Big Socket",
-                                "X_3" : "Number of Big cores active"} 
-                        
+                            # - or base_Y_F, where the frequency of the socket can be unmodify, for each socket a variable is added to save this information (frequency is free or Not)
+                            # - or base_Y_F_N_on_little, similar to base_Y_N_on_little, except the fact the socket frequency can be unmodified
 
 consider_automatization_summaries = True 
 
@@ -117,7 +83,7 @@ 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":
     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"
+    automatization_summaries_folder = "/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_0.92"
     alpha = 0.049940597311979425
     energy_gap = 10
     number_of_neighbour = 10
@@ -132,6 +98,7 @@ result_summary_csv_file_name = "best_R2_exploration_summary.csv"
 marginal_effect_exploration_folder  = "marginal_effect_exploration_automatic_experiments" # Can change depending on the r2 score
 linear_coeff_vs_kernel_ridge_margins_file = marginal_effect_exploration_folder + "/linear_coeff_vs_kernel_ridge_margins.csv" # Can change depending on the r2 score
 start = time.time()
+base_Y__X_meaning_dictionnary, base_Y_N_on_little__X_meaning_dictionnary, base_Y_F__X_meaning_dictionnary, base_Y_N_on_little__X_meaning_dictionnary = utils.setup_X_format_meaning_dictionnaries(phone_name)
 ####################################  Prediction on google pixel 4a 5g
 if (consider_automatization_summaries):
     X_user_friendly = utils.get_data_from_summary_folder(automatization_summaries_folder, "configurations", "human_readable_format", maximum_input_size = max_input_size )
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 c787ff8e0b3ddd571d8a222b7bea9c39f2146cf3..5811c0a16f850a83a259bf9e6e5090df7e570664 100755
Binary files a/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png and b/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png differ
diff --git a/kernel_ridge_linear_model/log_file_for_samsung_.txt b/kernel_ridge_linear_model/log_file_for_samsung_.txt
index ab5e6f026a14b6e237f102d706e3a6b98a4811d1..27c61ef107cc9a77b3083e0c27fb60540553312e 100755
--- a/kernel_ridge_linear_model/log_file_for_samsung_.txt
+++ b/kernel_ridge_linear_model/log_file_for_samsung_.txt
@@ -1,18 +1,14 @@
  --- 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/SAMSUNG_RESULTS/summary_files_only_samsung_0.92
  --- 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/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/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/summary_files_only/summary_seventh_experiments_interrupted.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/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
- --- 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
+ --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_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/can_be_reused/SAMSUNG_RESULTS/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/can_be_reused/SAMSUNG_RESULTS/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/can_be_reused/SAMSUNG_RESULTS/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']
+ --- Getting data from folder   /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_0.92
  --- 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/SAMSUNG_RESULTS/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
 --- Processing little cores
 --- Processing big cores
@@ -81,7 +77,7 @@
 --- Processing little cores
 --- Processing big cores
  --- Result _ samsung =  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
- --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/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/SAMSUNG_RESULTS/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
 --- Processing little cores
 --- Processing big cores
@@ -158,7 +154,7 @@
 --- Processing little cores
 --- Processing big cores
  --- Result _ samsung =  [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]
- --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/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/SAMSUNG_RESULTS/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
 --- Processing little cores
 --- Processing big cores
@@ -203,56 +199,7 @@
 --- Processing little cores
 --- Processing big cores
  --- Result _ samsung =  [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]
- --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_seventh_experiments_interrupted.csv
- --- Converting [1.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0]
- --- Converting [0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0]
- --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 2.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1]
- --- Converting [0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 2.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1]
- --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]
- --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 0.0, 2.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 1, 0, 1, 1.0, 0, 1, 0, 1]
- --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0]
- --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1]
- --- Converting [2.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1]
- --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0]
- --- Converting [0.0, 1.0, 0.0, 1.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0]
- --- Converting [0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0]
- --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/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/SAMSUNG_RESULTS/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
 --- Processing little cores
 --- Processing big cores
@@ -373,498 +320,31 @@
 --- Processing little cores
 --- Processing big cores
  --- Result _ samsung =  [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1]
- --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___07Sep22_11_04_29.csv
- --- Converting [0.0, 0.0, 1.0, 1.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]
- --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0]
- --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0]
- --- Converting [0.0, 0.0, 3.0, 3.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]
- --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 3.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0]
- --- Converting [0.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0]
- --- Converting [1.0, 1.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0]
- --- Converting [0.0, 3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1]
- --- Converting [1.0, 0.0, 1.0, 1.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0]
- --- Converting [1.0, 0.0, 1.0, 1.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0]
- --- Converting [0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1]
- --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0]
- --- Converting [0.0, 0.0, 1.0, 1.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0]
- --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]
- --- Converting [3.0, 3.0, 0.0, 3.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1]
- --- Converting [3.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]
- --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1]
- --- Converting [3.0, 3.0, 3.0, 0.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1]
- --- Converting [1.0, 0.0, 1.0, 1.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0]
- --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0]
- --- Converting [0.0, 0.0, 1.0, 1.0, 2.0, 0.0, 2.0, 2.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1]
- --- Converting [3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0]
- --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0]
- --- Converting [0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0]
- --- Converting [2.0, 2.0, 2.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]
- --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0]
- --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0]
- --- Converting [0.0, 0.0, 0.0, 2.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0]
- --- Converting [2.0, 0.0, 2.0, 0.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0]
- --- Converting [1.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 2.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 1]
- --- Converting [0.0, 3.0, 3.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0]
- --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0]
- --- Converting [0.0, 0.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0]
- --- Converting [1.0, 1.0, 1.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]
- --- Converting [0.0, 1.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0]
- --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0]
- --- Converting [2.0, 0.0, 2.0, 2.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1]
- --- Converting [0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1]
- --- Converting [3.0, 0.0, 3.0, 3.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0]
- --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___08Sep22_11_21_57.csv
- --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1]
- --- Converting [0.0, 1.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0]
- --- Converting [2.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0]
- --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0]
- --- Converting [0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0]
- --- Converting [0.0, 2.0, 0.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0]
- --- Converting [3.0, 3.0, 3.0, 3.0, 1.0, 1.0, 0.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 1, 1, 1, 0.0, 1, 1, 0, 1]
- --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0]
- --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 0, 0, 0, 1.0, 0, 0, 1, 1]
- --- Converting [1.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0]
- --- Converting [3.0, 0.0, 3.0, 0.0, 2.0, 0.0, 0.0, 2.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 1]
- --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1]
- --- Converting [3.0, 0.0, 3.0, 0.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1]
- --- Converting [0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1]
- --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 3.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0]
- --- Converting [2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0]
- --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0]
- --- Converting [0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0]
- --- Converting [2.0, 0.0, 2.0, 2.0, 0.0, 3.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0]
- --- Converting [0.0, 0.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1]
- --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0]
- --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 0.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1]
- --- Converting [0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0]
- --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0]
- --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1]
- --- Converting [0.0, 2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 2.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1]
- --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1]
- --- Converting [1.0, 1.0, 1.0, 1.0, 2.0, 0.0, 0.0, 2.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1]
- --- Converting [2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1]
- --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0]
- --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0]
- --- Converting [1.0, 1.0, 1.0, 1.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0]
- --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]
- --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0]
- --- Converting [0.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0]
- --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 1, 0, 0, 1.0, 0, 0, 0, 1]
- --- Converting [2.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]
- --- Converting [3.0, 3.0, 3.0, 3.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation
---- Processing little cores
---- Processing big cores
- --- Result _ samsung =  [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1]
- --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/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]]
+*** 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
-*** 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
+*** 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/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_0.92
  --- 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/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/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/summary_files_only/summary_seventh_experiments_interrupted.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/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
- --- 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
+ --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_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/can_be_reused/SAMSUNG_RESULTS/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/can_be_reused/SAMSUNG_RESULTS/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/can_be_reused/SAMSUNG_RESULTS/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]
+ --- Getting data from folder   /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_0.92
  --- 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/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/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/summary_files_only/summary_seventh_experiments_interrupted.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/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
- --- 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
+ --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_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/can_be_reused/SAMSUNG_RESULTS/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/can_be_reused/SAMSUNG_RESULTS/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/can_be_reused/SAMSUNG_RESULTS/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]
+ --- Getting data from folder   /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_0.92
  --- 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/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/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/summary_files_only/summary_seventh_experiments_interrupted.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/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
- --- 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
+ --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_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/can_be_reused/SAMSUNG_RESULTS/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/can_be_reused/SAMSUNG_RESULTS/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/can_be_reused/SAMSUNG_RESULTS/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]
+--- 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: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
@@ -1004,42 +484,6 @@
  --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 4.06223342e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.23609555e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 3.13983572e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 1.00000000e+00 8.35435847e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 8.40774185e+09]
- --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
- 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
- 2.0750332e+09]
- --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00
- 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00
- 9.9143401e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 2.74541242e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 7.04309671e+09]
- --- Actual line: [1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 1.000000e+00
- 0.000000e+00 0.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00
- 8.950388e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
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- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 9.18560432e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 4.53397534e+09]
  --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 4.15349662e+09]
@@ -1130,403 +574,134 @@
  --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
  1.00000000e+00 1.00000000e+00 8.75449762e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
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- 0.00000000e+00 0.00000000e+00 7.84910873e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
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- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
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- 0.00000000e+00 0.00000000e+00 6.80776903e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 8.33604255e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 7.87829608e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 4.09322735e+09]
- --- Actual line: [0.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00
- 1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
- 6.788175e+09]
- --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00
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- 9.6072554e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
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- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
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- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
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- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
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- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
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- --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
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- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
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- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
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- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
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- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
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- 0.00000000e+00 1.00000000e+00 1.02860764e+10]
- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 8.78209857e+09]
- --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 9.75058016e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.01999704e+10]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 9.35383694e+09]
- --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
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- 5.1624627e+09]
- --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
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- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 9.57130141e+09]
- --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 8.37654233e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 9.47921209e+09]
- --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.44944279e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 7.52995038e+09]
- --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00
- 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00
- 9.1655668e+09]
- --- 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]
- --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 6.67017963e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 9.41309361e+09]
- --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00
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- --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
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- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
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- --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 5.25626942e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 9.52117986e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 1.00000000e+00 8.62254796e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 4.29232447e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 6.00528465e+09]
- --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
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- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 3.55026645e+09]
- --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 8.90678162e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 1.00000000e+00 1.09475666e+10]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 9.63966917e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 8.30868424e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.00090016e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 8.82347751e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 8.41127784e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 8.44780104e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 6.63407126e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 8.25218683e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 7.39316871e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 6.05759562e+09]
- --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 3.75144431e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.06190255e+10]
- --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.13849962e+10]
- --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
- 2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
- 6.0026892e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 1.00000000e+00 8.26261908e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 9.24334017e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 5.23628747e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 7.52275634e+09]
- --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00700472e+10]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 6.78877408e+09]
- --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00
- 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00
- 1.0098613e+10]
- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 6.59121918e+09]
- --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00
- 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
- 7.4673676e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 5.33623625e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.09659584e+10]
- --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.14148736e+10]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 7.19227837e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 4.19788846e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 6.20701641e+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: [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 
-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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, first computation result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -1545,7 +720,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  67.3857084084629
  --- Workload:  629393000000.0
 --------------
---- 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 65 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.91310072]
@@ -1553,39 +728,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- 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 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  5 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  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
+--- Neighbour  3 in the list of neghbours, And at position 2 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.76130039]
@@ -1593,7 +736,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 15 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.76130039]
@@ -1601,7 +744,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.76130039]
@@ -1609,158 +752,260 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- 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
+--- Neighbour  6 in the list of neghbours, And at position 70 in the X datas point
 --------------
- --- Configuration:  0300-0010
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3550266447.4968843
- --- Energy:  34.61491775303547
- --- Workload:  122892000000.0
+ --- Configuration:  0202-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 4 in the X datas point
 --------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
+ --- Configuration:  3000-1110
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 2 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:  [0.69514393]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0303-1010'
+--- Neighbour  0 in the list of neghbours, And at position 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 40 in the X datas point
+--------------
+ --- Configuration:  3300-1000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 70 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  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 2 in the X datas point
 --------------
  --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  6956231392.081026
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 65 in the X datas point
 --------------
  --- Configuration:  0303-1000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  6928278461.367919
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- 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]
+ --- Distance from that configuration:  [0.76130039]
  --- 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
+--- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  0303-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8479966080.135679
- --- Energy:  59.193870361299275
- --- Workload:  501963000000.0
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 0 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  8236960890.90969
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 14 in the X datas point
+--- 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:  [0.69514393]
  --- Energy efficiency:  9340120487.55429
  --- Energy:  67.3857084084629
  --- Workload:  629393000000.0
 --------------
---- 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]
- --- Energy efficiency:  10227751572.005417
- --- Energy:  73.37868558375581
- --- Workload:  750499000000.0
---------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 77 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  0303-1000
- --- Energy efficiency:  6928278461.367919
- --- Energy:  53.6166443408558
- --- Workload:  371471000000.0
+ --- 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 (53.6166443408558 mAh)  it is NOT far from the median.
----  Median :53.6166443408558,   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 '0303-1010'
  --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '0033-3000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -1779,7 +1024,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  66.34289826476824
  --- Workload:  623684000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 79 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 67 in the X datas point
 --------------
  --- Configuration:  0030-2000
  --- Distance from that configuration:  [0.83375292]
@@ -1787,31 +1032,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.93660318178646
  --- Workload:  172823000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 92 in the X datas point
---------------
- --- Configuration:  0033-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8336042547.16116
- --- Energy:  59.96771726749321
- --- Workload:  499893000000.0
---------------
---- Neighbour  4 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  5 in the list of neghbours, And at position 135 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9639669166.554203
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
---------------
---- Neighbour  6 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:  [0.76130039]
@@ -1819,7 +1040,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 23 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
  --- Distance from that configuration:  [0.76130039]
@@ -1827,7 +1048,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  75.09852863759252
  --- Workload:  748237000000.0
 --------------
---- Neighbour  8 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]
@@ -1835,7 +1056,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.76130039]
@@ -1843,8 +1064,32 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
+--- Neighbour  7 in the list of neghbours, And at position 27 in the X datas point
+--------------
+ --- Configuration:  3300-3000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5072151352.996373
+ --- Energy:  36.711179058531826
+ --- Workload:  186205000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 30 in the X datas point
+--------------
+ --- Configuration:  3000-3300
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  42.19510352720739
+ --- Workload:  278957000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 45 in the X datas point
+--------------
+ --- Configuration:  3000-2000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
+--------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0033-3000'
---- Neighbour  0 in the list of neghbours, And at position 79 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 67 in the X datas point
 --------------
  --- Configuration:  0030-2000
  --- Distance from that configuration:  [1.]
@@ -1860,58 +1105,58 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 28 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 27 in the X datas point
 --------------
- --- Configuration:  3330-3000
+ --- Configuration:  3300-3000
  --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5072151352.996373
+ --- Energy:  36.711179058531826
+ --- Workload:  186205000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 45 in the X datas point
+--------------
+ --- Configuration:  3000-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
+--------------
+--- 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  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 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:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  7249844128.351241
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 1 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]
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  42.19510352720739
+ --- Workload:  278957000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 1 in the X datas point
 --------------
  --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  6957102505.948323
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
 --------------
---- Neighbour  6 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  7 in the list of neghbours, And at position 135 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9639669166.554203
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
---------------
 --- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  9400881802.713095
  --- Energy:  66.34289826476824
  --- Workload:  623684000000.0
@@ -1919,82 +1164,152 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  9 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
- --- Distance from that configuration:  [0.76130039]
+ --- 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 12 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 28 in the X datas point
 --------------
- --- Configuration:  0022-0030
- --- Energy efficiency:  7249844128.351241
- --- Energy:  42.05401520354165
- --- Workload:  304885000000.0
+ --- Configuration:  3330-3000
+ --- Energy efficiency:  5822958761.806049
+ --- Energy:  37.40635012737015
+ --- Workload:  217816000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
 --- The energy of the current configuration (53.35616382684589 mAh)  is far from the median.
----  Median :42.05401520354165,   the gap is :  10
+---  Median :37.40635012737015,   the gap is :  10
 --- So yes we remove this configuration '0033-3000'
 --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0]
 --- Computing the list of the 10 first neighbours of '0303-0100'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -2005,23 +1320,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 161 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 56 in the X datas point
---------------
- --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
---------------
---- 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 65 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.83375292]
@@ -2029,31 +1328,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 131 in the X datas point
---------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- 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
+--- Neighbour  2 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.76130039]
@@ -2061,7 +1336,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
+--- 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]
@@ -2069,7 +1344,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  9 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:  [0.76130039]
@@ -2077,64 +1352,88 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
+--- 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]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 57 in the X datas point
+--------------
+ --- Configuration:  0200-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6540008502.011052
+ --- Energy:  42.722378810206706
+ --- Workload:  279405000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 58 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  8 in the list of neghbours, And at position 5 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 14 in the X datas point
+--------------
+ --- Configuration:  3303-1010
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
+--------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0100'
---- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  0300-0000
+ --- Configuration:  0030-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1047552602.8539523
- --- Energy:  28.209089181571862
- --- Workload:  29550500000.0
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
 --- Neighbour  1 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Distance from that configuration:  [1.]
+ --- 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 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- 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]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 58 in the X datas point
 --------------
- --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 161 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 57 in the X datas point
 --------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
+ --- Configuration:  0200-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6540008502.011052
+ --- Energy:  42.722378810206706
+ --- Workload:  279405000000.0
 --------------
---- Neighbour  6 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]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  6956231392.081026
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 65 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.76130039]
@@ -2142,7 +1441,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 11 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]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--- 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]
@@ -2150,85 +1457,163 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 0 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  8236960890.90969
  --- 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:  [0.69514393]
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
+--------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 56 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  0303-0000
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
+ --- 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 (45.0383665719169 mAh)  it is NOT far from the median.
----  Median :45.0383665719169,   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 '0303-0100'
  --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0]
 --- Computing the list of the 10 first neighbours of '2222-0220'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -2239,230 +1624,300 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.74622776577034
  --- Workload:  617864000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 90 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 61 in the X datas point
 --------------
- --- Configuration:  2222-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11468876336.840899
- --- Energy:  53.84120579706395
- --- Workload:  617498000000.0
+ --- Configuration:  3330-2220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9229945635.620207
+ --- Energy:  51.28077619994492
+ --- Workload:  473319000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 115 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 64 in the X datas point
 --------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
+ --- Configuration:  0220-0020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5040602049.508794
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 142 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 12 in the X datas point
 --------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 146 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 21 in the X datas point
 --------------
- --- Configuration:  2022-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10619025470.794495
- --- Energy:  49.81557674440745
- --- Workload:  528993000000.0
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 157 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 23 in the X datas point
 --------------
- --- Configuration:  2020-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
+ --- Configuration:  3333-3300
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9963434196.49885
+ --- Energy:  75.09852863759252
+ --- Workload:  748237000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 160 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 39 in the X datas point
 --------------
- --- Configuration:  0222-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 73 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 56 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:  1001-2220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 76 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 58 in the X datas point
 --------------
- --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 108 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 60 in the X datas point
 --------------
- --- Configuration:  0222-0300
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9750580159.519491
- --- Energy:  43.43833566298026
- --- Workload:  423547000000.0
+ --- Configuration:  0101-0200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5549420363.04308
+ --- Energy:  37.334916995372765
+ --- Workload:  207187000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '2222-0220'
---- Neighbour  0 in the list of neghbours, And at position 76 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 39 in the X datas point
 --------------
- --- Configuration:  0220-0020
+ --- Configuration:  2220-0000
  --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 64 in the X datas point
+--------------
+ --- Configuration:  0220-0020
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  5040602049.508794
  --- Energy:  36.67117347490831
  --- Workload:  184845000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 157 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 60 in the X datas point
 --------------
- --- Configuration:  2020-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
+ --- Configuration:  0101-0200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5549420363.04308
+ --- Energy:  37.334916995372765
+ --- Workload:  207187000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 108 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 58 in the X datas point
 --------------
- --- Configuration:  0222-0300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9750580159.519491
- --- Energy:  43.43833566298026
- --- Workload:  423547000000.0
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 115 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 12 in the X datas point
 --------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 146 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 56 in the X datas point
 --------------
- --- Configuration:  2022-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10619025470.794495
- --- Energy:  49.81557674440745
- --- Workload:  528993000000.0
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 73 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 61 in the X datas point
 --------------
  --- Configuration:  3330-2220
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  9229945635.620207
  --- Energy:  51.28077619994492
  --- Workload:  473319000000.0
 --------------
---- 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]
- --- Energy efficiency:  11468876336.840899
- --- Energy:  53.84120579706395
- --- Workload:  617498000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 3 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  11285968381.230984
  --- Energy:  54.74622776577034
  --- Workload:  617864000000.0
 --------------
---- 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 115 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 21 in the X datas point
 --------------
- --- Configuration:  2220-2220
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--- 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 12 in the X datas point
+--------------
+ --- 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 (49.57175430186782 mAh)  it is NOT far from the median.
----  Median :49.57175430186782,   the gap is :  10
---- So No we don't romove this configuration '2222-0220'
- --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0] is not an abberant point.
+--- The energy of the current configuration (54.74622776577034 mAh)  is far from the median.
+---  Median :42.05401520354165,   the gap is :  10
+--- So yes we remove this configuration '2222-0220'
+--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0]
 --- Computing the list of the 10 first neighbours of '3000-1110'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -2473,7 +1928,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.41467631934382
  --- Workload:  400095000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 60 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  3000-1100
  --- Distance from that configuration:  [0.91310072]
@@ -2489,7 +1944,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- 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 49 in the X datas point
 --------------
  --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -2497,15 +1952,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.79271109577192
  --- Workload:  278971000000.0
 --------------
---- 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
+--- 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]
@@ -2513,7 +1960,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  67.3857084084629
  --- Workload:  629393000000.0
 --------------
---- Neighbour  6 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]
@@ -2521,7 +1968,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -2529,7 +1976,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  8 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:  [0.76130039]
@@ -2537,7 +1984,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  9 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]
@@ -2545,6 +1992,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 51 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
 --------------
@@ -2581,20 +2036,20 @@ 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:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  4059018123.5159216
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 170 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  3030-0110
+ --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7504014647.836593
- --- Energy:  41.82593528076137
- --- Workload:  313863000000.0
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.76130039]
@@ -2602,7 +2057,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.79271109577192
  --- Workload:  278971000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 60 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  3000-1100
  --- Distance from that configuration:  [0.76130039]
@@ -2642,61 +2097,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '0030-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -2707,15 +2232,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- 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
+--- Neighbour  1 in the list of neghbours, And at position 6 in the X datas point
 --------------
  --- Configuration:  0020-0010
  --- Distance from that configuration:  [0.83375292]
@@ -2723,7 +2240,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- Neighbour  3 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:  [0.83375292]
@@ -2731,7 +2248,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 20 in the X datas point
+--- 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]
@@ -2739,7 +2256,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  5 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:  [0.83375292]
@@ -2747,7 +2264,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 79 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 67 in the X datas point
 --------------
  --- Configuration:  0030-2000
  --- Distance from that configuration:  [0.83375292]
@@ -2755,15 +2272,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.93660318178646
  --- Workload:  172823000000.0
 --------------
---- 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
+--- 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]
@@ -2771,7 +2280,7 @@ 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
+--- 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]
@@ -2779,24 +2288,32 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0030-0000'
---- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  0300-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1047552602.8539523
- --- Energy:  28.209089181571862
- --- Workload:  29550500000.0
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 189 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 39 in the X datas point
 --------------
- --- Configuration:  3030-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  2117186259.461176
- --- Energy:  28.69675782439391
- --- Workload:  60756400000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0030-0000'
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--------------
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -2804,7 +2321,7 @@ 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  2 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -2812,7 +2329,7 @@ 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  3 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.83375292]
@@ -2820,7 +2337,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  5 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]
@@ -2828,18 +2345,26 @@ 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:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  5377240292.736961
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 79 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 67 in the X datas point
 --------------
  --- Configuration:  0030-2000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  4809102669.532892
  --- Energy:  35.93660318178646
  --- Workload:  172823000000.0
@@ -2861,76 +2386,146 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  489874000000.0
 --------------
 --------------
---- 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 19 in the X datas point
 --------------
- --- Configuration:  0030-0000
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
+ --- 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 (29.623247258891045 mAh)  it is NOT far from the median.
----  Median :29.623247258891045,   the gap is :  10
+--- 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 '0030-0000'
  --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0]
 --- Computing the list of the 10 first neighbours of '0020-0010'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -2949,7 +2544,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 76 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 64 in the X datas point
 --------------
  --- Configuration:  0220-0020
  --- Distance from that configuration:  [0.83375292]
@@ -2957,31 +2552,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.67117347490831
  --- Workload:  184845000000.0
 --------------
---- 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]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
---------------
---- 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 145 in the X datas point
---------------
- --- Configuration:  0200-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3751444306.0578322
- --- Energy:  34.495214714826176
- --- Workload:  129407000000.0
---------------
---- Neighbour  6 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:  [0.76130039]
@@ -2989,7 +2560,7 @@ 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  4 in the list of neghbours, And at position 17 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -2997,7 +2568,7 @@ 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  5 in the list of neghbours, And at position 32 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -3005,7 +2576,7 @@ 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
+--- 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]
@@ -3013,6 +2584,30 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.02206558996354
  --- Workload:  29457300000.0
 --------------
+--- Neighbour  7 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
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 66 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  9 in the list of neghbours, And at position 75 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 '0020-0010'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
@@ -3041,7 +2636,7 @@ X =  [[2. 0. 1. ... 0. 1. 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]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  30.027102694886654
  --- Workload:  0.0
@@ -3049,28 +2644,36 @@ X =  [[2. 0. 1. ... 0. 1. 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]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 145 in the X datas point
---------------
- --- Configuration:  0200-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3751444306.0578322
- --- Energy:  34.495214714826176
- --- Workload:  129407000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 100 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 39 in the X datas point
 --------------
- --- Configuration:  0110-0010
+ --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 76 in the X datas point
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 75 in the X datas point
+--------------
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  30.63396781022152
+ --- Workload:  91642100000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 66 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  8 in the list of neghbours, And at position 64 in the X datas point
 --------------
  --- Configuration:  0220-0020
  --- Distance from that configuration:  [0.76130039]
@@ -3078,7 +2681,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.67117347490831
  --- Workload:  184845000000.0
 --------------
---- 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]
@@ -3086,14 +2689,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- 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
---------------
 --------------
 --- Median at position 4 in the list of neghbours, And at position 16 in the X datas point
 --------------
@@ -3110,61 +2705,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0]
 --- Computing the list of the 10 first neighbours of '1000-1010'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -3199,7 +2864,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 50 in the X datas point
 --------------
  --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.83375292]
@@ -3207,7 +2872,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.80059101405426
  --- Workload:  276003000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -3215,15 +2880,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- 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
+--- Neighbour  6 in the list of neghbours, And at position 16 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -3231,7 +2888,7 @@ 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  7 in the list of neghbours, And at position 17 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -3239,7 +2896,7 @@ 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
+--- Neighbour  8 in the list of neghbours, And at position 32 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -3247,24 +2904,40 @@ 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 33 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  1000-0000
+ --- 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  1 in the list of neghbours, And at position 32 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [0.83375292]
  --- 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
+--- 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]
@@ -3272,7 +2945,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.027102694886654
  --- Workload:  0.0
 --------------
---- 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]
@@ -3280,7 +2953,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -3288,23 +2961,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  5 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]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  5947637003.818383
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 46 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  4062233415.93208
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- 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 50 in the X datas point
 --------------
  --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.76130039]
@@ -3312,7 +2985,7 @@ 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]
@@ -3320,85 +2993,147 @@ 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
 --------------
- --- 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 65 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 16 in the X datas point
 --------------
- --- Configuration:  0000-1000
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- 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 (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.
+--- 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
  --- 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 
-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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -3409,31 +3144,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  66.44909360627778
  --- Workload:  537560000000.0
 --------------
---- 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]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
---------------
---- 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]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 88 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 76 in the X datas point
 --------------
  --- Configuration:  2020-0022
  --- Distance from that configuration:  [0.76130039]
@@ -3441,198 +3152,292 @@ 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  2 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  0020-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 114 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 6 in the X datas point
 --------------
- --- Configuration:  0020-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8376542330.856669
- --- Energy:  48.301162810596125
- --- Workload:  404596000000.0
+ --- Configuration:  0020-0010
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 121 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 9 in the X datas point
 --------------
- --- Configuration:  0020-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
+ --- Configuration:  0010-3300
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6532788063.289651
+ --- Energy:  42.64544340651106
+ --- Workload:  278594000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 157 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 10 in the X datas point
 --------------
- --- Configuration:  2020-0220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 174 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  1000-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8327920185.212945
- --- Energy:  64.17430044494624
- --- Workload:  534437000000.0
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0020-0202'
---- Neighbour  0 in the list of neghbours, And at position 102 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 55 in the X datas point
 --------------
- --- Configuration:  0020-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
+ --- Configuration:  0000-2200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 99 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 59 in the X datas point
 --------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
+ --- Configuration:  0000-0001
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  3321398441.599851
+ --- Energy:  35.588916806469584
+ --- Workload:  118205000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 121 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 63 in the X datas point
 --------------
- --- Configuration:  0020-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 157 in the X datas point
+--- 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:  2020-0220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 114 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 59 in the X datas point
 --------------
- --- Configuration:  0020-2220
+ --- Configuration:  0000-0001
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8376542330.856669
- --- Energy:  48.301162810596125
- --- Workload:  404596000000.0
+ --- Energy efficiency:  3321398441.599851
+ --- Energy:  35.588916806469584
+ --- Workload:  118205000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 174 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 63 in the X datas point
 --------------
- --- Configuration:  1000-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8327920185.212945
- --- Energy:  64.17430044494624
- --- Workload:  534437000000.0
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 49 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 6 in the X datas point
 --------------
- --- Configuration:  3000-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
+ --- Configuration:  0020-0010
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 88 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 55 in the X datas point
 --------------
- --- Configuration:  2020-0022
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8754497623.153894
- --- Energy:  65.93701913313123
- --- Workload:  577244000000.0
+ --- Configuration:  0000-2200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 8 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0020-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8089829466.394849
- --- Energy:  66.44909360627778
- --- Workload:  537560000000.0
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 9 in the X datas point
 --------------
---- Neighbour  9 in the list of neghbours, And at position 193 in the X datas point
+ --- Configuration:  0010-3300
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6532788063.289651
+ --- Energy:  42.64544340651106
+ --- Workload:  278594000000.0
 --------------
- --- Configuration:  0010-0222
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9876153040.867521
- --- Energy:  82.55859277633934
- --- Workload:  815359000000.0
+--- Neighbour  7 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 76 in the X datas point
+--------------
+ --- Configuration:  2020-0022
+ --- Distance from that configuration:  [0.69514393]
+ --- 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
+--------------
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.69514393]
+ --- 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 55 in the X datas point
 --------------
- --- Configuration:  0020-2220
- --- Energy efficiency:  8376542330.856669
- --- Energy:  48.301162810596125
- --- Workload:  404596000000.0
+ --- 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 (66.44909360627778 mAh)  is far from the median.
----  Median :48.301162810596125,   the gap is :  10
+---  Median :42.51731520413714,   the gap is :  10
 --- So yes we remove this configuration '0020-0202'
 --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1.0, 0, 1, 0, 1] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0]
 --- Computing the list of the 10 first neighbours of '0010-3300'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -3667,7 +3472,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  0000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -3675,23 +3480,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51731520413714
  --- Workload:  243375000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
---- Neighbour  6 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  7 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 54 in the X datas point
 --------------
  --- Configuration:  0000-2000
  --- Distance from that configuration:  [0.76130039]
@@ -3699,24 +3488,40 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 97 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 8 in the X datas point
 --------------
- --- Configuration:  1011-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10000990098.019703
- --- Energy:  50.66357196918862
- --- Workload:  506686000000.0
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 102 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0020-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 63 in the X datas point
+--------------
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 12 in the X datas point
+--------------
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0010-3300'
---- Neighbour  0 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 54 in the X datas point
 --------------
  --- Configuration:  0000-2000
  --- Distance from that configuration:  [1.]
@@ -3724,29 +3529,29 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
 --------------
---- 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 24 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 24 in the X datas point
 --------------
  --- Configuration:  0000-3000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  3307720550.5370083
  --- Energy:  35.59789292409111
  --- Workload:  117748000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 101 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 63 in the X datas point
+--------------
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 12 in the X datas point
 --------------
- --- Configuration:  0011-3000
+ --- Configuration:  0022-0030
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6806981239.9597025
- --- Energy:  35.94259902860859
- --- Workload:  244660000000.0
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
 --------------
 --- Neighbour  4 in the list of neghbours, And at position 25 in the X datas point
 --------------
@@ -3756,26 +3561,26 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05795824330537
  --- Workload:  243499000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  5724131219.984087
  --- Energy:  42.51731520413714
  --- Workload:  243375000000.0
 --------------
+--- Neighbour  6 in the list of neghbours, And at position 51 in the X datas point
+--------------
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
+--------------
 --- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  6532788063.289651
  --- Energy:  42.64544340651106
  --- Workload:  278594000000.0
@@ -3783,18 +3588,18 @@ X =  [[2. 0. 1. ... 0. 1. 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  7665772326.561901
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 97 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
 --------------
- --- Configuration:  1011-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10000990098.019703
- --- Energy:  50.66357196918862
- --- Workload:  506686000000.0
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
 --------------
 --------------
 --- Median at position 4 in the list of neghbours, And at position 25 in the X datas point
@@ -3812,61 +3617,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1]
 --- Computing the list of the 10 first neighbours of '0011-0111'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -3877,230 +3752,300 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.74428137607953
  --- Workload:  454872000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 99 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 13 in the X datas point
 --------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 141 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 74 in the X datas point
 --------------
- --- Configuration:  0010-0011
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6634071263.19351
- --- Energy:  41.98663362868059
- --- Workload:  278542000000.0
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9080672696.233337
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 147 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 6 in the X datas point
 --------------
- --- Configuration:  0022-1111
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11384996168.94879
- --- Energy:  60.652013004669556
- --- Workload:  690523000000.0
+ --- Configuration:  0020-0010
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 184 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 8 in the X datas point
 --------------
- --- Configuration:  0002-0111
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9116518219.361662
- --- Energy:  51.19519895467268
- --- Workload:  466724000000.0
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 193 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 59 in the X datas point
 --------------
- --- Configuration:  0010-0222
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9876153040.867521
- --- Energy:  82.55859277633934
- --- Workload:  815359000000.0
+ --- Configuration:  0000-0001
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  3321398441.599851
+ --- Energy:  35.588916806469584
+ --- Workload:  118205000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 198 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 63 in the X datas point
 --------------
- --- Configuration:  1011-0011
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8737821661.059898
- --- Energy:  42.79354542763764
- --- Workload:  373921000000.0
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 199 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  0022-1111
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11525411226.672567
- --- Energy:  59.99293901124158
- --- Workload:  691443000000.0
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 16 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:  0000-0000
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 53 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 17 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:  0000-0000
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
 --------------
 --- 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
+--- Neighbour  0 in the list of neghbours, And at position 17 in the X datas point
 --------------
- --- Configuration:  0011-0000
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 99 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 16 in the X datas point
 --------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 141 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 59 in the X datas point
 --------------
- --- Configuration:  0010-0011
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6634071263.19351
- --- Energy:  41.98663362868059
- --- Workload:  278542000000.0
+ --- Configuration:  0000-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3321398441.599851
+ --- Energy:  35.588916806469584
+ --- Workload:  118205000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 198 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 63 in the X datas point
 --------------
- --- Configuration:  1011-0011
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8737821661.059898
- --- Energy:  42.79354542763764
- --- Workload:  373921000000.0
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
---- 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 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
+--------------
+--- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  7650055845.407672
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 10 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 74 in the X datas point
+--------------
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9080672696.233337
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 10 in the X datas point
 --------------
  --- Configuration:  0011-0111
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.63473642]
  --- 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
+--- Neighbour  8 in the list of neghbours, And at position 3 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:  2222-0220
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 193 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 8 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:  0020-0202
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 13 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 6 in the X datas point
 --------------
- --- Configuration:  0011-1100
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
+ --- 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 (43.82652071469574 mAh)  it is NOT far from the median.
----  Median :43.82652071469574,   the gap is :  10
---- So No we don't romove this configuration '0011-0111'
- --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1] is not an abberant point.
+--- The energy of the current configuration (50.74428137607953 mAh)  is far from the median.
+---  Median :36.82601141845538,   the gap is :  10
+--- So yes we remove this configuration '0011-0111'
+--- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1]
 --- Computing the list of the 10 first neighbours of '3303-0001'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -4111,15 +4056,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- 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
+--- 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]
@@ -4127,7 +4064,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- 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:  [0.83375292]
@@ -4135,23 +4072,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- 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]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 56 in the X datas point
---------------
- --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.83375292]
- --- 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
+--- Neighbour  3 in the list of neghbours, And at position 73 in the X datas point
 --------------
  --- Configuration:  3003-0002
  --- Distance from that configuration:  [0.83375292]
@@ -4159,182 +4080,276 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.80063109114849
  --- Workload:  499771000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 103 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 2 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:  0303-0100
+ --- 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 126 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 14 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:  3303-1010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 172 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  3303-0111
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10225586667.47108
- --- Energy:  73.36262541667716
- --- Workload:  750176000000.0
+ --- Configuration:  0003-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
+--------------
+--- 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 '3303-0001'
---- 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 18 in the X datas point
 --------------
- --- Configuration:  3300-0000
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
 --------------
---- 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 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  2 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.91310072]
+ --- 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 56 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 20 in the X datas point
 --------------
- --- Configuration:  0303-0000
+ --- Configuration:  3330-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 126 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 2 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:  0303-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 21 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]
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
+--------------
+--- 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]
+ --- 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 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:  [0.83375292]
+ --- 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:  [0.83375292]
- --- 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
+--- Neighbour  8 in the list of neghbours, And at position 73 in the X datas point
 --------------
  --- Configuration:  3003-0002
- --- Distance from that configuration:  [0.83375292]
+ --- 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 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  9 in the list of neghbours, And at position 103 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 14 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:  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 21 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  3333-0000
- --- Energy efficiency:  8296551953.00833
- --- Energy:  59.045602086542516
- --- Workload:  489874000000.0
+ --- 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 (59.045602086542516 mAh)  it is NOT far from the median.
----  Median :59.045602086542516,   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 '3303-0001'
  --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0]
 --- Computing the list of the 10 first neighbours of '0022-0030'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -4345,230 +4360,300 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 119 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 1 in the X datas point
 --------------
- --- Configuration:  0333-0030
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8477809334.068076
- --- Energy:  58.764018507515395
- --- Workload:  498189000000.0
+ --- Configuration:  0033-3000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6957102505.948323
+ --- Energy:  53.35616382684589
+ --- Workload:  371205000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 146 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 64 in the X datas point
 --------------
- --- Configuration:  2022-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10619025470.794495
- --- Energy:  49.81557674440745
- --- Workload:  528993000000.0
+ --- Configuration:  0220-0020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5040602049.508794
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 158 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 1 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 66 in the X datas point
 --------------
- --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
+ --- Configuration:  0110-0020
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5821399464.43125
+ --- Energy:  36.31061849927073
+ --- Workload:  211379000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 58 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 76 in the X datas point
 --------------
- --- Configuration:  0001-0020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
+ --- Configuration:  2020-0022
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8754497623.153894
+ --- Energy:  65.93701913313123
+ --- Workload:  577244000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 76 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 6 in the X datas point
 --------------
- --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
+ --- Configuration:  0020-0010
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 98 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 8 in the X datas point
 --------------
- --- Configuration:  1011-3030
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 101 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 9 in the X datas point
 --------------
- --- Configuration:  0011-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6806981239.9597025
- --- Energy:  35.94259902860859
- --- Workload:  244660000000.0
+ --- Configuration:  0010-3300
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  6532788063.289651
+ --- Energy:  42.64544340651106
+ --- Workload:  278594000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 108 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 22 in the X datas point
 --------------
- --- Configuration:  0222-0300
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9750580159.519491
- --- Energy:  43.43833566298026
- --- Workload:  423547000000.0
+ --- Configuration:  3333-3000
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  9400881802.713095
+ --- Energy:  66.34289826476824
+ --- Workload:  623684000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0022-0030'
---- Neighbour  0 in the list of neghbours, And at position 158 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 66 in the X datas point
 --------------
- --- Configuration:  2020-0030
+ --- Configuration:  0110-0020
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 58 in the X datas point
---------------
- --- Configuration:  0001-0020
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
---------------
---- Neighbour  2 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
+ --- Energy efficiency:  5821399464.43125
+ --- Energy:  36.31061849927073
+ --- Workload:  211379000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 76 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 64 in the X datas point
 --------------
  --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  5040602049.508794
  --- Energy:  36.67117347490831
  --- Workload:  184845000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 6 in the X datas point
 --------------
- --- Configuration:  0022-0030
+ --- 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 12 in the X datas point
+--------------
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  7249844128.351241
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 98 in the X datas point
---------------
- --- Configuration:  1011-3030
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
---------------
---- 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 146 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 9 in the X datas point
 --------------
- --- Configuration:  2022-0330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10619025470.794495
- --- Energy:  49.81557674440745
- --- Workload:  528993000000.0
+ --- Configuration:  0010-3300
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6532788063.289651
+ --- Energy:  42.64544340651106
+ --- Workload:  278594000000.0
 --------------
---- Neighbour  8 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]
+ --- 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 119 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 3 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:  2222-0220
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
+--- Neighbour  7 in the list of neghbours, And at position 76 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 12 in the X datas point
+ --- Configuration:  2020-0022
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  8754497623.153894
+ --- Energy:  65.93701913313123
+ --- Workload:  577244000000.0
 --------------
- --- Configuration:  0022-0030
- --- Energy efficiency:  7249844128.351241
- --- Energy:  42.05401520354165
- --- Workload:  304885000000.0
+--- Neighbour  8 in the list of neghbours, And at position 22 in the X datas point
+--------------
+ --- Configuration:  3333-3000
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  9400881802.713095
+ --- Energy:  66.34289826476824
+ --- Workload:  623684000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
+--------------
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.63473642]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
+--------------
+--------------
+--- 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 (42.05401520354165 mAh)  it is NOT far from the median.
----  Median :42.05401520354165,   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 '0022-0030'
  --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0]
 --- Computing the list of the 10 first neighbours of '0011-1100'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -4579,63 +4664,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- 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 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 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 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 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  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
+--- Neighbour  1 in the list of neghbours, And at position 10 in the X datas point
 --------------
  --- Configuration:  0011-0111
  --- Distance from that configuration:  [0.76130039]
@@ -4643,83 +4672,139 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.74428137607953
  --- Workload:  454872000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  0111-0000
+ --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0011-1100'
---- Neighbour  0 in the list of neghbours, And at position 191 in the X datas point
---------------
- --- Configuration:  0011-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2780233650.836016
- --- Energy:  29.193550568943994
- --- Workload:  81165000000.0
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
---- Neighbour  1 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:  [0.91310072]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
+ --- Configuration:  0000-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 91 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 55 in the X datas point
 --------------
- --- Configuration:  1011-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6807769026.0124855
- --- Energy:  36.74164741869377
- --- Workload:  250128000000.0
+ --- Configuration:  0000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 195 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 63 in the X datas point
 --------------
- --- Configuration:  1011-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6759862639.591164
- --- Energy:  36.90475887640218
- --- Workload:  249471000000.0
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 16 in the X datas point
 --------------
- --- Configuration:  0111-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 121 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 17 in the X datas point
 --------------
- --- Configuration:  0020-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 89 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 32 in the X datas point
 --------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 107 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 46 in the X datas point
 --------------
- --- Configuration:  1011-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8782098570.274353
- --- Energy:  43.085080854083536
- --- Workload:  378377000000.0
+ --- Configuration:  1000-1000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 13 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0011-1100'
+--- Neighbour  0 in the list of neghbours, And at position 32 in the X datas point
 --------------
- --- Configuration:  0011-1100
+ --- 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:  [0.76130039]
+ --- 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
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 53 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  4 in the list of neghbours, And at position 63 in the X datas point
+--------------
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
+--------------
+--- 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 55 in the X datas point
+--------------
+ --- Configuration:  0000-2200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 50 in the X datas point
+--------------
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 13 in the X datas point
+--------------
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  7650055845.407672
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
@@ -4727,82 +4812,152 @@ X =  [[2. 0. 1. ... 0. 1. 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]
+ --- Distance from that configuration:  [0.69514393]
  --- 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
+--- Median at position 4 in the list of neghbours, And at position 63 in the X datas point
 --------------
- --- Configuration:  0111-0000
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
+ --- Configuration:  0001-0200
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
 --- 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 (36.59285860316189 mAh)  it is NOT far from the median.
+---  Median :36.59285860316189,   the gap is :  10
 --- So No we don't romove this configuration '0011-1100'
  --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0]
 --- Computing the list of the 10 first neighbours of '3303-1010'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -4821,15 +4976,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 103 in the X datas point
---------------
- --- Configuration:  3303-1011
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  10227751572.005417
- --- Energy:  73.37868558375581
- --- Workload:  750499000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.83375292]
@@ -4837,7 +4984,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 65 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.83375292]
@@ -4845,15 +4992,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- Neighbour  5 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  6 in the list of neghbours, And at position 4 in the X datas point
+--- 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]
@@ -4861,7 +5000,7 @@ 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  5 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -4869,7 +5008,7 @@ 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  6 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.76130039]
@@ -4877,7 +5016,7 @@ 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
+--- 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]
@@ -4885,6 +5024,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
+--- 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]
+ --- Energy efficiency:  5026691733.102776
+ --- 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 '3303-1010'
 --- Neighbour  0 in the list of neghbours, And at position 19 in the X datas point
 --------------
@@ -4894,47 +5049,63 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  3300-1000
+ --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
+--------------
+--- Neighbour  2 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  2 in the list of neghbours, And at position 4 in the X datas point
+--- Neighbour  3 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
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 4 in the X datas point
 --------------
  --- Configuration:  3000-1110
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  8096707069.234942
  --- Energy:  49.41467631934382
  --- Workload:  400095000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 65 in the X datas point
 --------------
  --- Configuration:  0303-1000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  6928278461.367919
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- 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:  [0.83375292]
+ --- 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 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:  [0.83375292]
+ --- 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 0 in the X datas point
+--- 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]
@@ -4942,15 +5113,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  7 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
---------------
---- Neighbour  8 in the list of neghbours, And at position 14 in the X datas point
+--- 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]
@@ -4958,85 +5121,147 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  67.3857084084629
  --- Workload:  629393000000.0
 --------------
---- 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]
- --- Energy efficiency:  10227751572.005417
- --- Energy:  73.37868558375581
- --- Workload:  750499000000.0
---------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 21 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 4 in the X datas point
 --------------
- --- Configuration:  3333-0000
- --- Energy efficiency:  8296551953.00833
- --- Energy:  59.045602086542516
- --- Workload:  489874000000.0
+ --- Configuration:  3000-1110
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (59.045602086542516 mAh)  it is NOT far from the median.
----  Median :59.045602086542516,   the gap is :  10
---- So No we don't romove this configuration '3303-1010'
- --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0] is not an abberant point.
+--- The energy of the current configuration (67.3857084084629 mAh)  is far from the median.
+---  Median :49.41467631934382,   the gap is :  10
+--- So yes we remove this configuration '3303-1010'
+--- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1]
 --- Computing the list of the 10 first neighbours of '0003-1001'
 *** 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. 0. 0. ... 1. 1. 1.]
- [1. 0. 1. ... 0. 0. 0.]
- [2. 0. 1. ... 0. 0. 1.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -5047,23 +5272,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 126 in the X datas point
---------------
- --- Configuration:  0003-0001
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5256269415.345153
- --- Energy:  45.78293727571249
- --- Workload:  240648000000.0
---------------
---- 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 77 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 65 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.83375292]
@@ -5071,7 +5280,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 80 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 68 in the X datas point
 --------------
  --- Configuration:  2002-1001
  --- Distance from that configuration:  [0.83375292]
@@ -5079,7 +5288,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.71596839606954
  --- Workload:  428493000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 82 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 70 in the X datas point
 --------------
  --- Configuration:  0202-1001
  --- Distance from that configuration:  [0.83375292]
@@ -5087,7 +5296,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.8428586507307
  --- Workload:  434491000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 83 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 71 in the X datas point
 --------------
  --- Configuration:  3003-1101
  --- Distance from that configuration:  [0.83375292]
@@ -5095,7 +5304,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  67.46193459835338
  --- Workload:  636090000000.0
 --------------
---- Neighbour  7 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]
@@ -5103,7 +5312,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  8 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]
@@ -5111,7 +5320,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 44 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 44 in the X datas point
 --------------
  --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.76130039]
@@ -5119,6 +5328,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
+--- Neighbour  8 in the list of neghbours, And at position 73 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 2 in the X datas point
+--------------
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
+--------------
 --- 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
 --------------
@@ -5128,23 +5353,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 126 in the X datas point
---------------
- --- Configuration:  0003-0001
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5256269415.345153
- --- Energy:  45.78293727571249
- --- Workload:  240648000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 80 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 68 in the X datas point
 --------------
  --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8795770993.306417
  --- Energy:  48.71596839606954
  --- Workload:  428493000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 82 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 70 in the X datas point
 --------------
  --- Configuration:  0202-1001
  --- Distance from that configuration:  [0.83375292]
@@ -5152,7 +5369,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.8428586507307
  --- Workload:  434491000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 77 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]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 65 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.83375292]
@@ -5163,20 +5388,12 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  5 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- 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
+--- 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]
@@ -5184,7 +5401,7 @@ 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  7 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.76130039]
@@ -5192,16 +5409,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 83 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 73 in the X datas point
 --------------
- --- Configuration:  3003-1101
+ --- 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 71 in the X datas point
+--------------
+ --- Configuration:  3003-1101
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  9428892010.8998
  --- Energy:  67.46193459835338
  --- Workload:  636090000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 77 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Energy efficiency:  6928278461.367919
@@ -5216,61 +5441,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '0000-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -5305,7 +5600,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.91310072]
@@ -5313,7 +5608,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 71 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 59 in the X datas point
 --------------
  --- Configuration:  0000-0001
  --- Distance from that configuration:  [0.91310072]
@@ -5345,13 +5640,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 53 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  0011-0000
+ --- Configuration:  0000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0000-0000'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
@@ -5370,23 +5665,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- Neighbour  2 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  3 in the list of neghbours, And at position 32 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  29.957415812958512
  --- Workload:  0.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 17 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 17 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -5394,7 +5681,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.027102694886654
  --- Workload:  0.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 36 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 36 in the X datas point
 --------------
  --- Configuration:  1100-0000
  --- Distance from that configuration:  [0.91310072]
@@ -5402,15 +5689,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.059275323795035
  --- Workload:  60678300000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 16 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 54 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  7 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -5418,7 +5713,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 71 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 59 in the X datas point
 --------------
  --- Configuration:  0000-0001
  --- Distance from that configuration:  [0.83375292]
@@ -5435,76 +5730,146 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  149735000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 17 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 36 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
+ --- 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 (30.027102694886654 mAh)  it is NOT far from the median.
----  Median :30.027102694886654,   the gap is :  10
+--- The energy of the current configuration (30.059275323795035 mAh)  it is NOT far from the median.
+---  Median :30.059275323795035,   the gap is :  10
 --- So No we don't romove this configuration '0000-0000'
  --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '0000-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -5539,7 +5904,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.91310072]
@@ -5547,7 +5912,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 71 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 59 in the X datas point
 --------------
  --- Configuration:  0000-0001
  --- Distance from that configuration:  [0.91310072]
@@ -5579,13 +5944,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 53 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  0011-0000
+ --- Configuration:  0000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0000-0000'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
@@ -5604,23 +5969,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- Neighbour  2 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  3 in the list of neghbours, And at position 32 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  29.957415812958512
  --- Workload:  0.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 17 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 17 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -5628,7 +5985,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.027102694886654
  --- Workload:  0.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 36 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 36 in the X datas point
 --------------
  --- Configuration:  1100-0000
  --- Distance from that configuration:  [0.91310072]
@@ -5636,15 +5993,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.059275323795035
  --- Workload:  60678300000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 16 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 54 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  7 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -5652,7 +6017,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 71 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 59 in the X datas point
 --------------
  --- Configuration:  0000-0001
  --- Distance from that configuration:  [0.83375292]
@@ -5669,76 +6034,146 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  149735000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 17 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 36 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
+ --- 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 (30.027102694886654 mAh)  it is NOT far from the median.
----  Median :30.027102694886654,   the gap is :  10
+--- The energy of the current configuration (30.059275323795035 mAh)  it is NOT far from the median.
+---  Median :30.059275323795035,   the gap is :  10
 --- So No we don't romove this configuration '0000-0000'
  --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3000-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -5781,31 +6216,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  5 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  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
+--- Neighbour  5 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.83375292]
@@ -5813,7 +6224,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 20 in the X datas point
+--- 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]
@@ -5821,16 +6232,32 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0000'
---- Neighbour  0 in the list of neghbours, And at position 189 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 37 in the X datas point
 --------------
- --- Configuration:  3030-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2117186259.461176
- --- Energy:  28.69675782439391
- --- Workload:  60756400000.0
+ --- Configuration:  2200-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 34 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:  [0.83375292]
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
+--------------
+--- 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 '3000-0000'
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
  --- Configuration:  2000-0000
  --- Distance from that configuration:  [1.]
@@ -5838,23 +6265,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.02206558996354
  --- Workload:  29457300000.0
 --------------
---- 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 18 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  1016987763.6032282
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 35 in the X datas point
+--- 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]
@@ -5862,7 +6281,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.91310072]
@@ -5870,109 +6289,195 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 37 in the X datas point
 --------------
- --- Configuration:  3300-0000
+ --- 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
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  1980229389.772511
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 20 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
- --- Distance from that configuration:  [0.91310072]
+ --- 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 197 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 44 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
+ --- 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 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 35 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  3000-0000
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
+ --- Configuration:  3000-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 37 in the X datas point
+--------------
+ --- Configuration:  2200-0000
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (29.239529117166907 mAh)  it is NOT far from the median.
----  Median :29.239529117166907,   the gap is :  10
+--- The energy of the current configuration (30.07061597004587 mAh)  it is NOT far from the median.
+---  Median :30.07061597004587,   the gap is :  10
 --- So No we don't romove this configuration '3000-0000'
  --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3300-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -5983,15 +6488,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
---------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
+--- 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]
@@ -5999,7 +6496,7 @@ 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  2 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
  --- Distance from that configuration:  [0.91310072]
@@ -6007,7 +6504,7 @@ 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  3 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -6015,7 +6512,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 37 in the X datas point
+--- 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]
@@ -6023,7 +6520,7 @@ 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  5 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.91310072]
@@ -6031,15 +6528,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- 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
+--- 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]
@@ -6047,7 +6536,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  9 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:  [0.83375292]
@@ -6055,24 +6544,32 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3300-0000'
---- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  0300-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1047552602.8539523
- --- Energy:  28.209089181571862
- --- Workload:  29550500000.0
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- 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
+--- Neighbour  9 in the list of neghbours, And at position 39 in the X datas point
 --------------
- --- Configuration:  3300-0000
+ --- 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 '3300-0000'
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--------------
+ --- Configuration:  2000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
+ --- 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
+--- 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]
@@ -6080,7 +6577,7 @@ 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  2 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -6088,7 +6585,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 37 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 37 in the X datas point
 --------------
  --- Configuration:  2200-0000
  --- Distance from that configuration:  [0.91310072]
@@ -6096,7 +6593,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.07061597004587
  --- Workload:  60106800000.0
 --------------
---- Neighbour  5 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:  [0.91310072]
@@ -6104,10 +6601,18 @@ 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:  [0.91310072]
+ --- 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:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  5377240292.736961
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
@@ -6115,7 +6620,7 @@ 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:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  5058399218.983161
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
@@ -6137,76 +6642,146 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  498819000000.0
 --------------
 --------------
---- 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 19 in the X datas point
 --------------
- --- Configuration:  2200-0000
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
+ --- 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 (30.07061597004587 mAh)  it is NOT far from the median.
----  Median :30.07061597004587,   the gap is :  10
+--- 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 '3300-0000'
  --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3330-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -6241,15 +6816,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  4 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  5 in the list of neghbours, And at position 87 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 75 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.91310072]
@@ -6257,15 +6824,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.63396781022152
  --- Workload:  91642100000.0
 --------------
---- 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
+--- Neighbour  5 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6273,7 +6832,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  8 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:  [0.83375292]
@@ -6281,7 +6840,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  9 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:  [0.83375292]
@@ -6289,32 +6848,32 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-0000'
---- Neighbour  0 in the list of neghbours, And at position 189 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 37 in the X datas point
 --------------
- --- Configuration:  3030-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2117186259.461176
- --- Energy:  28.69675782439391
- --- Workload:  60756400000.0
+ --- Configuration:  2200-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 40 in the X datas point
 --------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
+ --- Configuration:  3300-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3330-0000'
+--- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- 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
+--- Neighbour  1 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -6322,7 +6881,7 @@ 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  2 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.91310072]
@@ -6330,7 +6889,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 37 in the X datas point
+--------------
+ --- Configuration:  2200-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.91310072]
@@ -6338,15 +6905,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  6 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:  [0.91310072]
+ --- 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 87 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 75 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6354,7 +6921,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.63396781022152
  --- Workload:  91642100000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 20 in the X datas point
+--- 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]
@@ -6362,6 +6929,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
+--- 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 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
@@ -6371,77 +6946,147 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  489874000000.0
 --------------
 --------------
---- 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 19 in the X datas point
 --------------
- --- Configuration:  0030-0000
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
+ --- 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 (29.623247258891045 mAh)  it is NOT far from the median.
----  Median :29.623247258891045,   the gap is :  10
+--- 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 '3330-0000'
  --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3333-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
-  [1.        ]]]
+  [0.57957828]
+  [0.69514393]
+  [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
 --------------
@@ -6459,15 +7104,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 179 in the X datas point
---------------
- --- Configuration:  3333-0001
- --- Distance from that configuration:  [0.91310072]
- --- 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
+--- 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]
@@ -6475,7 +7112,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  4 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]
@@ -6483,7 +7120,7 @@ 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
+--- Neighbour  4 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6491,23 +7128,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- 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]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
---------------
---- 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]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 87 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 75 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6515,40 +7136,72 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.63396781022152
  --- Workload:  91642100000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 188 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  3033-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8513391564.931638
- --- Energy:  58.43142458623579
- --- Workload:  497450000000.0
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Neighbour  8 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  9 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
 --------------
 --- 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
+--- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
 --------------
- --- Configuration:  3300-0000
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
 --------------
---- 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 5 in the X datas point
 --------------
- --- Configuration:  3300-0000
+ --- 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
+--------------
+ --- 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  3 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  3029054692.61153
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 87 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 75 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6556,7 +7209,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.63396781022152
  --- Workload:  91642100000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 20 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6564,26 +7217,18 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 56 in the X datas point
---------------
- --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 188 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  3033-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8513391564.931638
- --- Energy:  58.43142458623579
- --- Workload:  497450000000.0
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
 --------------
 --- Neighbour  7 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  8296551953.00833
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
@@ -6591,90 +7236,160 @@ 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:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- 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
+--- Neighbour  9 in the list of neghbours, And at position 14 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:  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 20 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 75 in the X datas point
 --------------
- --- Configuration:  3330-0000
- --- Energy efficiency:  5377240292.736961
- --- Energy:  32.51205394198035
- --- Workload:  174825000000.0
+ --- Configuration:  2220-0000
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  30.63396781022152
+ --- Workload:  91642100000.0
 --------------
 --- Comparing the median energy with the energy of that data point
 --- The energy of the current configuration (59.045602086542516 mAh)  is far from the median.
----  Median :32.51205394198035,   the gap is :  10
+---  Median :30.63396781022152,   the gap is :  10
 --- So yes we remove this configuration '3333-0000'
 --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3333-3000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -6685,15 +7400,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  66.34289826476824
  --- Workload:  623684000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 135 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9639669166.554203
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 23 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
  --- Distance from that configuration:  [0.91310072]
@@ -6701,7 +7408,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  75.09852863759252
  --- Workload:  748237000000.0
 --------------
---- Neighbour  3 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]
@@ -6709,7 +7416,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 1 in the X datas point
+--- 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]
@@ -6717,7 +7424,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 27 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
  --- Distance from that configuration:  [0.83375292]
@@ -6725,7 +7432,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.76130039]
@@ -6733,7 +7440,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 41 in the X datas point
 --------------
  --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.76130039]
@@ -6741,21 +7448,29 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 90 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 30 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:  3000-3300
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  42.19510352720739
+ --- Workload:  278957000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 119 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 43 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:  2200-2000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 45 in the X datas point
+--------------
+ --- Configuration:  3000-2000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3333-3000'
 --- Neighbour  0 in the list of neghbours, And at position 29 in the X datas point
@@ -6769,63 +7484,63 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  1 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  5072151352.996373
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  3300-2000
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
+--------------
+--- 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]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
+--------------
+--- 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]
  --- Energy efficiency:  5026691733.102776
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  3 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:  [0.91310072]
+ --- 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 1 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]
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  42.19510352720739
+ --- Workload:  278957000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 1 in the X datas point
 --------------
  --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  6957102505.948323
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
 --------------
---- Neighbour  5 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  6 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  7 in the list of neghbours, And at position 135 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9639669166.554203
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
---------------
 --- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  9400881802.713095
  --- Energy:  66.34289826476824
  --- Workload:  623684000000.0
@@ -6833,82 +7548,152 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  9 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
- --- Distance from that configuration:  [0.76130039]
+ --- 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 1 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 41 in the X datas point
 --------------
- --- Configuration:  0033-3000
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
+ --- 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 (66.34289826476824 mAh)  is far from the median.
----  Median :53.35616382684589,   the gap is :  10
+---  Median :36.9852979298838,   the gap is :  10
 --- So yes we remove this configuration '3333-3000'
 --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0]
 --- Computing the list of the 10 first neighbours of '3333-3300'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -6927,15 +7712,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  66.34289826476824
  --- Workload:  623684000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 135 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9639669166.554203
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
---------------
---- Neighbour  3 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:  [0.83375292]
@@ -6943,15 +7720,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  4 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  5 in the list of neghbours, And at position 1 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 1 in the X datas point
 --------------
  --- Configuration:  0033-3000
  --- Distance from that configuration:  [0.76130039]
@@ -6959,7 +7728,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 27 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
  --- Distance from that configuration:  [0.76130039]
@@ -6967,7 +7736,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 30 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.76130039]
@@ -6975,7 +7744,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.76130039]
@@ -6983,7 +7752,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.474892742303716
  --- Workload:  274951000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 73 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 61 in the X datas point
 --------------
  --- Configuration:  3330-2220
  --- Distance from that configuration:  [0.76130039]
@@ -6991,48 +7760,72 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  51.28077619994492
  --- Workload:  473319000000.0
 --------------
+--- Neighbour  8 in the list of neghbours, And at position 3 in the X datas point
+--------------
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 29 in the X datas point
+--------------
+ --- Configuration:  3000-3000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
+--------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3333-3300'
---- Neighbour  0 in the list of neghbours, And at position 27 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 29 in the X datas point
 --------------
- --- Configuration:  3300-3000
+ --- Configuration:  3000-3000
  --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 27 in the X datas point
+--------------
+ --- Configuration:  3300-3000
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  5072151352.996373
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- 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 30 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  6611133148.221605
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  6473246073.976255
  --- Energy:  42.474892742303716
  --- Workload:  274951000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 73 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 61 in the X datas point
 --------------
  --- Configuration:  3330-2220
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  9229945635.620207
  --- Energy:  51.28077619994492
  --- Workload:  473319000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 1 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 1 in the X datas point
 --------------
  --- Configuration:  0033-3000
  --- Distance from that configuration:  [0.76130039]
@@ -7040,26 +7833,18 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
 --------------
---- Neighbour  6 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  7 in the list of neghbours, And at position 135 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  3333-3000
+ --- Configuration:  2222-0220
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9639669166.554203
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
 --- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  9400881802.713095
  --- Energy:  66.34289826476824
  --- Workload:  623684000000.0
@@ -7067,82 +7852,152 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  9 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
- --- Distance from that configuration:  [0.76130039]
+ --- 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 73 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 52 in the X datas point
 --------------
- --- Configuration:  3330-2220
- --- Energy efficiency:  9229945635.620207
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
+ --- Configuration:  3000-3300
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  42.474892742303716
+ --- Workload:  274951000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
 --- The energy of the current configuration (75.09852863759252 mAh)  is far from the median.
----  Median :51.28077619994492,   the gap is :  10
+---  Median :42.474892742303716,   the gap is :  10
 --- So yes we remove this configuration '3333-3300'
 --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '0000-3000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -7161,7 +8016,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05795824330537
  --- Workload:  243499000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 54 in the X datas point
 --------------
  --- Configuration:  0000-2000
  --- Distance from that configuration:  [0.91310072]
@@ -7169,15 +8024,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
 --------------
---- Neighbour  3 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  4 in the list of neghbours, And at position 9 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 9 in the X datas point
 --------------
  --- Configuration:  0010-3300
  --- Distance from that configuration:  [0.83375292]
@@ -7185,7 +8032,7 @@ 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  4 in the list of neghbours, And at position 26 in the X datas point
 --------------
  --- Configuration:  0000-3330
  --- Distance from that configuration:  [0.83375292]
@@ -7193,7 +8040,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  0000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -7201,56 +8048,56 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51731520413714
  --- Workload:  243375000000.0
 --------------
---- Neighbour  7 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  8 in the list of neghbours, And at position 116 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  0002-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5449442794.474265
- --- Energy:  38.132247384977575
- --- Workload:  207799000000.0
+ --- Configuration:  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 181 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  1100-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5338401255.591975
- --- Energy:  35.023609845408956
- --- Workload:  186970000000.0
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
---- 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
+--- Neighbour  8 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0100-3000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4292324465.390988
- --- Energy:  34.94046355190528
- --- Workload:  149976000000.0
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 181 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  1100-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5338401255.591975
- --- Energy:  35.023609845408956
- --- Workload:  186970000000.0
+ --- Configuration:  0000-1000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 66 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0000-3000'
+--- Neighbour  0 in the list of neghbours, And at position 54 in the X datas point
 --------------
  --- Configuration:  0000-2000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  3331046015.069652
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 24 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
+--------------
+ --- Configuration:  0000-1000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 24 in the X datas point
 --------------
  --- Configuration:  0000-3000
  --- Distance from that configuration:  [0.91310072]
@@ -7258,23 +8105,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.59789292409111
  --- Workload:  117748000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 101 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  0011-3000
+ --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6806981239.9597025
- --- Energy:  35.94259902860859
- --- Workload:  244660000000.0
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 116 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  0002-3000
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5449442794.474265
- --- Energy:  38.132247384977575
- --- Workload:  207799000000.0
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
---- 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]
@@ -7282,18 +8129,26 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05795824330537
  --- Workload:  243499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.83375292]
+ --- 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 51 in the X datas point
+--------------
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
+--------------
 --- Neighbour  8 in the list of neghbours, And at position 9 in the X datas point
 --------------
  --- Configuration:  0010-3300
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  6532788063.289651
  --- Energy:  42.64544340651106
  --- Workload:  278594000000.0
@@ -7301,82 +8156,152 @@ 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:  [0.83375292]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  7665772326.561901
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 101 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  0011-3000
- --- Energy efficiency:  6806981239.9597025
- --- Energy:  35.94259902860859
- --- Workload:  244660000000.0
+ --- Configuration:  2200-2000
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (35.94259902860859 mAh)  it is NOT far from the median.
----  Median :35.94259902860859,   the gap is :  10
+--- The energy of the current configuration (36.93355197432356 mAh)  it is NOT far from the median.
+---  Median :36.93355197432356,   the gap is :  10
 --- So No we don't romove this configuration '0000-3000'
  --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0]
 --- Computing the list of the 10 first neighbours of '0000-3300'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -7411,7 +8336,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  0000-2200
  --- Distance from that configuration:  [0.91310072]
@@ -7419,7 +8344,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51731520413714
  --- Workload:  243375000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 54 in the X datas point
 --------------
  --- Configuration:  0000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -7427,23 +8352,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 129 in the X datas point
---------------
- --- Configuration:  0100-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4292324465.390988
- --- Energy:  34.94046355190528
- --- Workload:  149976000000.0
---------------
---- 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
+--- Neighbour  6 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.76130039]
@@ -7451,7 +8360,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.61363347008094
  --- Workload:  278672000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 75 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 63 in the X datas point
 --------------
  --- Configuration:  0001-0200
  --- Distance from that configuration:  [0.76130039]
@@ -7459,24 +8368,32 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.59285860316189
  --- Workload:  160475000000.0
 --------------
---- 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
---------------
- --- 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 66 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  0000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 24 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 56 in the X datas point
+--------------
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0000-3300'
+--- Neighbour  0 in the list of neghbours, And at position 54 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 24 in the X datas point
 --------------
  --- Configuration:  0000-3000
  --- Distance from that configuration:  [0.91310072]
@@ -7484,7 +8401,15 @@ 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  2 in the list of neghbours, And at position 47 in the X datas point
+--------------
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 63 in the X datas point
 --------------
  --- Configuration:  0001-0200
  --- Distance from that configuration:  [0.91310072]
@@ -7492,23 +8417,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.59285860316189
  --- Workload:  160475000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 180 in the X datas point
---------------
- --- Configuration:  1000-2200
- --- Distance from that configuration:  [0.91310072]
- --- 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
+--- 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]
+ --- Distance from that configuration:  [0.91310072]
  --- 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
+--- Neighbour  5 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  0000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -7516,15 +8433,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51731520413714
  --- Workload:  243375000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  6539495281.754154
  --- Energy:  42.61363347008094
  --- Workload:  278672000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 9 in the X datas point
+--- 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]
@@ -7532,85 +8449,163 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.64544340651106
  --- Workload:  278594000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 26 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  7665772326.561901
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 56 in the X datas point
+--------------
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.69514393]
+ --- 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
+--- Median at position 4 in the list of neghbours, And at position 25 in the X datas point
 --------------
- --- Configuration:  1000-2200
- --- Energy efficiency:  6563747111.951271
- --- Energy:  40.76551455796704
- --- Workload:  267574000000.0
+ --- Configuration:  0000-3300
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
 --------------
 --- 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
+--- The energy of the current configuration (42.05795824330537 mAh)  it is NOT far from the median.
+---  Median :42.05795824330537,   the gap is :  10
 --- So No we don't romove this configuration '0000-3300'
  --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0]
 --- Computing the list of the 10 first neighbours of '0000-3330'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -7645,7 +8640,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.59789292409111
  --- Workload:  117748000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  0000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -7653,31 +8648,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51731520413714
  --- Workload:  243375000000.0
 --------------
---- Neighbour  5 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  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]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 54 in the X datas point
 --------------
  --- Configuration:  0000-2000
  --- Distance from that configuration:  [0.76130039]
@@ -7685,7 +8656,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 68 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 56 in the X datas point
 --------------
  --- Configuration:  1001-2220
  --- Distance from that configuration:  [0.76130039]
@@ -7693,8 +8664,32 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.735447078258076
  --- Workload:  465069000000.0
 --------------
+--- Neighbour  7 in the list of neghbours, And at position 51 in the X datas point
+--------------
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 63 in the X datas point
+--------------
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 69 in the X datas point
+--------------
+ --- Configuration:  0101-2020
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8367150566.874451
+ --- Energy:  43.37670883350873
+ --- Workload:  362938000000.0
+--------------
 --- 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
+--- Neighbour  0 in the list of neghbours, And at position 54 in the X datas point
 --------------
  --- Configuration:  0000-2000
  --- Distance from that configuration:  [1.]
@@ -7710,7 +8705,15 @@ 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 63 in the X datas point
+--------------
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
+--------------
+--- 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]
@@ -7718,7 +8721,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05795824330537
  --- Workload:  243499000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  0000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -7726,125 +8729,187 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51731520413714
  --- Workload:  243375000000.0
 --------------
---- 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 51 in the X datas point
+--------------
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 9 in the X datas point
 --------------
  --- Configuration:  0010-3300
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  6532788063.289651
  --- Energy:  42.64544340651106
  --- Workload:  278594000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 133 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 69 in the X datas point
 --------------
- --- Configuration:  0200-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8906781623.528154
- --- Energy:  47.48626285009536
- --- Workload:  422949000000.0
+ --- Configuration:  0101-2020
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8367150566.874451
+ --- Energy:  43.37670883350873
+ --- Workload:  362938000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 26 in the X datas point
 --------------
  --- Configuration:  0000-3330
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.69514393]
  --- 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
---------------
- --- Configuration:  0101-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
---------------
---- 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 56 in the X datas point
 --------------
  --- Configuration:  1001-2220
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  9166575000.916658
  --- Energy:  50.735447078258076
  --- Workload:  465069000000.0
 --------------
---- Neighbour  9 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
---------------
 --------------
---- 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 55 in the X datas point
 --------------
- --- Configuration:  0010-3300
- --- Energy efficiency:  6532788063.289651
- --- Energy:  42.64544340651106
- --- Workload:  278594000000.0
+ --- 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 (42.64544340651106 mAh)  it is NOT far from the median.
----  Median :42.64544340651106,   the gap is :  10
+--- The energy of the current configuration (42.51731520413714 mAh)  it is NOT far from the median.
+---  Median :42.51731520413714,   the gap is :  10
 --- So No we don't romove this configuration '0000-3330'
  --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3300-3000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -7911,7 +8976,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.83375292]
@@ -7919,32 +8984,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.474892742303716
  --- Workload:  274951000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 23 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Configuration:  3333-3300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9963434196.49885
+ --- Energy:  75.09852863759252
+ --- Workload:  748237000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3300-3000'
---- Neighbour  0 in the list of neghbours, And at position 104 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  4149980287.5936337
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 27 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
  --- Distance from that configuration:  [0.91310072]
@@ -7952,7 +9009,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 43 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 43 in the X datas point
 --------------
  --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.91310072]
@@ -7960,15 +9017,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
---- 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]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  4059018123.5159216
  --- 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]
@@ -7976,7 +9033,7 @@ 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:  [0.83375292]
@@ -7984,7 +9041,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  7 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:  [0.83375292]
@@ -7992,7 +9049,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.83375292]
@@ -8000,7 +9057,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.474892742303716
  --- Workload:  274951000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 22 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 22 in the X datas point
 --------------
  --- Configuration:  3333-3000
  --- Distance from that configuration:  [0.83375292]
@@ -8008,77 +9065,155 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  66.34289826476824
  --- Workload:  623684000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 23 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 45 in the X datas point
+ --- Configuration:  3333-3300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9963434196.49885
+ --- Energy:  75.09852863759252
+ --- Workload:  748237000000.0
 --------------
- --- Configuration:  3000-2000
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
 --------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.96583597689362 mAh)  it is NOT far from the median.
----  Median :36.96583597689362,   the gap is :  10
---- So No we don't romove this configuration '3300-3000'
- --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0]
+--- Median at position 4 in the list of neghbours, And at position 41 in the X datas point
+--------------
+ --- 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 (36.9852979298838 mAh)  it is NOT far from the median.
+---  Median :36.9852979298838,   the gap is :  10
+--- So No we don't romove this configuration '3300-3000'
+ --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3330-3000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -8105,15 +9240,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 135 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9639669166.554203
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 23 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
  --- Distance from that configuration:  [0.83375292]
@@ -8121,7 +9248,7 @@ 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  4 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.83375292]
@@ -8129,7 +9256,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 41 in the X datas point
 --------------
  --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.83375292]
@@ -8137,15 +9264,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 144 in the X datas point
---------------
- --- Configuration:  3330-0030
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6057595619.146848
- --- Energy:  36.12486526516549
- --- Workload:  218830000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 1 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 1 in the X datas point
 --------------
  --- Configuration:  0033-3000
  --- Distance from that configuration:  [0.76130039]
@@ -8153,7 +9272,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 30 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.76130039]
@@ -8161,24 +9280,32 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-3000'
---- Neighbour  0 in the list of neghbours, And at position 144 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  3330-0030
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6057595619.146848
- --- Energy:  36.12486526516549
- --- Workload:  218830000000.0
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 29 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]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3330-3000'
+--- Neighbour  0 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  4149980287.5936337
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 27 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
  --- Distance from that configuration:  [0.91310072]
@@ -8186,15 +9313,31 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  3300-2000
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
+--------------
+--- 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]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
+--------------
+--- 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]
  --- Energy efficiency:  5026691733.102776
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  4 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:  [0.83375292]
@@ -8202,30 +9345,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- 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:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  6611133148.221605
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 1 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 1 in the X datas point
 --------------
  --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  6957102505.948323
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 135 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9639669166.554203
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
---------------
 --- Neighbour  8 in the list of neghbours, And at position 22 in the X datas point
 --------------
  --- Configuration:  3333-3000
@@ -8243,76 +9378,146 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  748237000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 28 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 41 in the X datas point
 --------------
- --- Configuration:  3330-3000
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
+ --- 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 (37.40635012737015 mAh)  it is NOT far from the median.
----  Median :37.40635012737015,   the gap is :  10
+--- The energy of the current configuration (36.9852979298838 mAh)  it is NOT far from the median.
+---  Median :36.9852979298838,   the gap is :  10
 --- So No we don't romove this configuration '3330-3000'
  --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3000-3000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -8347,7 +9552,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.91310072]
@@ -8355,15 +9560,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.474892742303716
  --- Workload:  274951000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 104 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- 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:  [0.83375292]
@@ -8371,7 +9568,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 31 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 31 in the X datas point
 --------------
  --- Configuration:  3000-3330
  --- Distance from that configuration:  [0.83375292]
@@ -8379,7 +9576,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.410116578739654
  --- Workload:  406369000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 41 in the X datas point
 --------------
  --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.83375292]
@@ -8387,7 +9584,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 47 in the X datas point
 --------------
  --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -8395,24 +9592,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.241340818491324
  --- Workload:  150528000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-3000'
---- Neighbour  0 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 49 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Configuration:  3000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 29 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3000-3000'
+--- Neighbour  0 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  4149980287.5936337
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 47 in the X datas point
 --------------
  --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.91310072]
@@ -8420,7 +9617,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.241340818491324
  --- Workload:  150528000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 27 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
  --- Distance from that configuration:  [0.91310072]
@@ -8428,7 +9625,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- 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:  [0.91310072]
@@ -8436,7 +9633,7 @@ 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:  [0.91310072]
@@ -8444,7 +9641,7 @@ 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:  [0.83375292]
@@ -8452,7 +9649,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  7 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:  [0.83375292]
@@ -8460,7 +9657,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.83375292]
@@ -8468,6 +9665,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.474892742303716
  --- Workload:  274951000000.0
 --------------
+--- Neighbour  8 in the list of neghbours, And at position 49 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  9 in the list of neghbours, And at position 31 in the X datas point
 --------------
  --- Configuration:  3000-3330
@@ -8477,76 +9682,146 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  406369000000.0
 --------------
 --------------
---- 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 (36.96583597689362 mAh)  it is NOT far from the median.
----  Median :36.96583597689362,   the gap is :  10
+--- The energy of the current configuration (36.9852979298838 mAh)  it is NOT far from the median.
+---  Median :36.9852979298838,   the gap is :  10
 --- So No we don't romove this configuration '3000-3000'
  --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0]
 --- Computing the list of the 10 first neighbours of '3000-3300'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -8557,7 +9832,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [1.]
@@ -8581,7 +9856,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.410116578739654
  --- Workload:  406369000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.91310072]
@@ -8605,7 +9880,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- 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 51 in the X datas point
 --------------
  --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -8613,48 +9888,40 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.61363347008094
  --- Workload:  278672000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 23 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Configuration:  3333-3300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9963434196.49885
+ --- Energy:  75.09852863759252
+ --- Workload:  748237000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 110 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 28 in the X datas point
 --------------
- --- Configuration:  3003-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9353836943.914392
- --- Energy:  65.99051868650201
- --- Workload:  617264000000.0
+ --- Configuration:  3330-3000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5822958761.806049
+ --- Energy:  37.40635012737015
+ --- Workload:  217816000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3000-3300'
---- Neighbour  0 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 29 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 29 in the X datas point
---------------
- --- Configuration:  3000-3000
+ --- Configuration:  3000-3000
  --- Distance from that configuration:  [1.]
  --- Energy efficiency:  4149980287.5936337
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 27 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  5072151352.996373
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.91310072]
@@ -8662,6 +9929,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
+--- Neighbour  3 in the list of neghbours, And at position 28 in the X datas point
+--------------
+ --- Configuration:  3330-3000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5822958761.806049
+ --- Energy:  37.40635012737015
+ --- Workload:  217816000000.0
+--------------
 --- Neighbour  4 in the list of neghbours, And at position 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
@@ -8670,7 +9945,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.83375292]
@@ -8678,7 +9953,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.474892742303716
  --- Workload:  274951000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -8686,7 +9961,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.61363347008094
  --- Workload:  278672000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -8697,18 +9972,18 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  8 in the list of neghbours, And at position 31 in the X datas point
 --------------
  --- Configuration:  3000-3330
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  8224428196.629629
  --- Energy:  49.410116578739654
  --- Workload:  406369000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 110 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 23 in the X datas point
 --------------
- --- Configuration:  3003-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9353836943.914392
- --- Energy:  65.99051868650201
- --- Workload:  617264000000.0
+ --- Configuration:  3333-3300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9963434196.49885
+ --- Energy:  75.09852863759252
+ --- Workload:  748237000000.0
 --------------
 --------------
 --- Median at position 4 in the list of neghbours, And at position 30 in the X datas point
@@ -8726,61 +10001,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0]
 --- Computing the list of the 10 first neighbours of '3000-3330'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -8799,7 +10144,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.91310072]
@@ -8807,15 +10152,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.474892742303716
  --- Workload:  274951000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 110 in the X datas point
---------------
- --- Configuration:  3003-3330
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9353836943.914392
- --- Energy:  65.99051868650201
- --- Workload:  617264000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.83375292]
@@ -8823,7 +10160,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -8831,7 +10168,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.79271109577192
  --- Workload:  278971000000.0
 --------------
---- Neighbour  6 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:  [0.76130039]
@@ -8839,7 +10176,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  7 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:  [0.76130039]
@@ -8847,7 +10184,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.76130039]
@@ -8855,7 +10192,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.61363347008094
  --- Workload:  278672000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 73 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 61 in the X datas point
 --------------
  --- Configuration:  3330-2220
  --- Distance from that configuration:  [0.76130039]
@@ -8863,6 +10200,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  51.28077619994492
  --- Workload:  473319000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 4 in the X datas point
+--------------
+ --- Configuration:  3000-1110
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
+--------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3000-3330'
 --- Neighbour  0 in the list of neghbours, And at position 29 in the X datas point
 --------------
@@ -8891,12 +10236,12 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  3 in the list of neghbours, And at position 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6611133148.221605
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.83375292]
@@ -8904,15 +10249,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.474892742303716
  --- Workload:  274951000000.0
 --------------
---- 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 51 in the X datas point
 --------------
  --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  6539495281.754154
  --- Energy:  42.61363347008094
  --- Workload:  278672000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.76130039]
@@ -8928,24 +10273,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.410116578739654
  --- Workload:  406369000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 73 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 4 in the X datas point
 --------------
- --- Configuration:  3330-2220
+ --- 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 61 in the X datas point
+--------------
+ --- Configuration:  3330-2220
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  9229945635.620207
  --- Energy:  51.28077619994492
  --- Workload:  473319000000.0
 --------------
---- 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 64 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Energy efficiency:  6473246073.976255
@@ -8960,61 +10305,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '0000-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -9049,7 +10464,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.91310072]
@@ -9057,7 +10472,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 71 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 59 in the X datas point
 --------------
  --- Configuration:  0000-0001
  --- Distance from that configuration:  [0.91310072]
@@ -9089,13 +10504,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 53 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  0011-0000
+ --- Configuration:  0000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0000-0000'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
@@ -9114,23 +10529,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- Neighbour  2 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  3 in the list of neghbours, And at position 32 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  29.957415812958512
  --- Workload:  0.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 17 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 17 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -9138,7 +10545,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.027102694886654
  --- Workload:  0.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 36 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 36 in the X datas point
 --------------
  --- Configuration:  1100-0000
  --- Distance from that configuration:  [0.91310072]
@@ -9146,15 +10553,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.059275323795035
  --- Workload:  60678300000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 16 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 54 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  7 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -9162,7 +10577,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 71 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 59 in the X datas point
 --------------
  --- Configuration:  0000-0001
  --- Distance from that configuration:  [0.83375292]
@@ -9179,76 +10594,146 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  149735000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 17 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 36 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
+ --- 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 (30.027102694886654 mAh)  it is NOT far from the median.
----  Median :30.027102694886654,   the gap is :  10
+--- The energy of the current configuration (30.059275323795035 mAh)  it is NOT far from the median.
+---  Median :30.059275323795035,   the gap is :  10
 --- So No we don't romove this configuration '0000-0000'
  --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '1000-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -9307,15 +10792,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- 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
+--- Neighbour  7 in the list of neghbours, And at position 7 in the X datas point
 --------------
  --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.83375292]
@@ -9323,7 +10800,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.85376093977719
  --- Workload:  278621000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 37 in the X datas point
+--- 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]
@@ -9331,6 +10808,14 @@ 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
 --------------
@@ -9388,13 +10873,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 175 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 38 in the X datas point
 --------------
- --- Configuration:  1000-0100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4407169583.478402
- --- Energy:  34.828482821374045
- --- Workload:  153495000000.0
+ --- Configuration:  1110-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2905397356.669485
+ --- Energy:  30.668041259477853
+ --- Workload:  89102900000.0
 --------------
 --- Neighbour  8 in the list of neghbours, And at position 46 in the X datas point
 --------------
@@ -9428,61 +10913,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '2000-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -9662,61 +11217,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3000-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -9759,31 +11384,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  5 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  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
+--- Neighbour  5 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.83375292]
@@ -9791,7 +11392,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 20 in the X datas point
+--- 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]
@@ -9799,16 +11400,32 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0000'
---- Neighbour  0 in the list of neghbours, And at position 189 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 37 in the X datas point
 --------------
- --- Configuration:  3030-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2117186259.461176
- --- Energy:  28.69675782439391
- --- Workload:  60756400000.0
+ --- Configuration:  2200-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 34 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:  [0.83375292]
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
+--------------
+--- 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 '3000-0000'
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
  --- Configuration:  2000-0000
  --- Distance from that configuration:  [1.]
@@ -9816,23 +11433,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.02206558996354
  --- Workload:  29457300000.0
 --------------
---- 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 18 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  1016987763.6032282
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 35 in the X datas point
+--- 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]
@@ -9840,7 +11449,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.91310072]
@@ -9848,31 +11457,31 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 37 in the X datas point
 --------------
- --- Configuration:  3300-0000
+ --- 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
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  1980229389.772511
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 20 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
- --- Distance from that configuration:  [0.91310072]
+ --- 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 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
+--- 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]
@@ -9880,77 +11489,163 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
+--- Neighbour  8 in the list of neghbours, And at position 40 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 35 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:  3000-0000
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
+--- 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
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 37 in the X datas point
+--------------
+ --- Configuration:  2200-0000
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (29.239529117166907 mAh)  it is NOT far from the median.
----  Median :29.239529117166907,   the gap is :  10
+--- The energy of the current configuration (30.07061597004587 mAh)  it is NOT far from the median.
+---  Median :30.07061597004587,   the gap is :  10
 --- So No we don't romove this configuration '3000-0000'
  --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '1100-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -10130,61 +11825,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '2200-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -10227,15 +11992,7 @@ 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
---------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 87 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 75 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.91310072]
@@ -10243,15 +12000,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.63396781022152
  --- Workload:  91642100000.0
 --------------
---- Neighbour  7 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  8 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:  [0.83375292]
@@ -10259,7 +12008,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 20 in the X datas point
+--- 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]
@@ -10267,6 +12016,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
+--- Neighbour  8 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  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 '2200-0000'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
@@ -10276,15 +12041,7 @@ 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
---------------
- --- 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
+--- 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]
@@ -10292,7 +12049,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 36 in the X datas point
+--- 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 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  4 in the list of neghbours, And at position 36 in the X datas point
 --------------
  --- Configuration:  1100-0000
  --- Distance from that configuration:  [0.91310072]
@@ -10300,7 +12073,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.059275323795035
  --- Workload:  60678300000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 37 in the X datas point
+--- 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]
@@ -10308,31 +12081,31 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.07061597004587
  --- Workload:  60106800000.0
 --------------
---- 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:  [0.91310072]
+ --- 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
+--- Neighbour  7 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.91310072]
+ --- 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 87 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 75 in the X datas point
 --------------
  --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  2991522026.5766816
  --- Energy:  30.63396781022152
  --- Workload:  91642100000.0
 --------------
---- Neighbour  8 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]
@@ -10340,85 +12113,147 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 164 in the X datas point
---------------
- --- Configuration:  2200-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5023055826.242454
- --- Energy:  35.164198939696966
- --- Workload:  176632000000.0
---------------
 --------------
---- 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 36 in the X datas point
 --------------
- --- Configuration:  2200-0000
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
+ --- 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 (30.07061597004587 mAh)  it is NOT far from the median.
----  Median :30.07061597004587,   the gap is :  10
+--- 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 '2200-0000'
  --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '1110-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
-
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
+
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -10445,7 +12280,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 87 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 75 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.91310072]
@@ -10477,29 +12312,29 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 16 in the X datas point
 --------------
- --- Configuration:  0111-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
+ --- Configuration:  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 100 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 17 in the X datas point
 --------------
- --- Configuration:  0110-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
+ --- Configuration:  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 111 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 32 in the X datas point
 --------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
+ --- Configuration:  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 '1110-0000'
 --- Neighbour  0 in the list of neghbours, And at position 33 in the X datas point
@@ -10510,7 +12345,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- 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 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  2 in the list of neghbours, And at position 17 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 36 in the X datas point
 --------------
  --- Configuration:  1100-0000
  --- Distance from that configuration:  [0.91310072]
@@ -10518,141 +12369,195 @@ 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
+--- 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]
+ --- 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 39 in the X datas point
+--- 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 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- 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  7 in the list of neghbours, And at position 75 in the X datas point
 --------------
  --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  2991522026.5766816
  --- Energy:  30.63396781022152
  --- Workload:  91642100000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 38 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 38 in the X datas point
 --------------
  --- Configuration:  1110-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  2905397356.669485
  --- Energy:  30.668041259477853
  --- Workload:  89102900000.0
 --------------
---- 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]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 100 in the X datas point
---------------
- --- Configuration:  0110-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 42 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 42 in the X datas point
 --------------
  --- Configuration:  1100-1000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  5947637003.818383
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  9 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
---------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 87 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 37 in the X datas point
 --------------
- --- Configuration:  2220-0000
- --- Energy efficiency:  2991522026.5766816
- --- Energy:  30.63396781022152
- --- Workload:  91642100000.0
+ --- Configuration:  2200-0000
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (30.63396781022152 mAh)  it is NOT far from the median.
----  Median :30.63396781022152,   the gap is :  10
+--- The energy of the current configuration (30.07061597004587 mAh)  it is NOT far from the median.
+---  Median :30.07061597004587,   the gap is :  10
 --- So No we don't romove this configuration '1110-0000'
  --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '2220-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -10663,7 +12568,7 @@ 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
+--- Neighbour  1 in the list of neghbours, And at position 75 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [1.]
@@ -10727,13 +12632,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.059275323795035
  --- Workload:  60678300000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '2220-0000'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
@@ -10744,13 +12649,13 @@ 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  1 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  3300-0000
+ --- Configuration:  0030-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
 --- Neighbour  2 in the list of neghbours, And at position 36 in the X datas point
 --------------
@@ -10784,7 +12689,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 87 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 75 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.83375292]
@@ -10811,7 +12716,7 @@ X =  [[2. 0. 1. ... 0. 1. 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]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  8296551953.00833
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
@@ -10832,61 +12737,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3300-1000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -10921,23 +12896,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  4 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  5 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  6 in the list of neghbours, And at position 14 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 14 in the X datas point
 --------------
  --- Configuration:  3303-1010
  --- Distance from that configuration:  [0.83375292]
@@ -10945,7 +12904,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  67.3857084084629
  --- Workload:  629393000000.0
 --------------
---- Neighbour  7 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:  [0.83375292]
@@ -10953,7 +12912,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 20 in the X datas point
+--- 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]
@@ -10961,7 +12920,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  9 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:  [0.83375292]
@@ -10969,24 +12928,32 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3300-1000'
---- Neighbour  0 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 37 in the X datas point
 --------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
+ --- Configuration:  2200-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 18 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:  [0.83375292]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3300-1000'
+--- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- 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
+--- Neighbour  1 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -10994,6 +12961,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
+--- 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
@@ -11005,20 +12980,12 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  4 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
- --- Distance from that configuration:  [0.91310072]
+ --- 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 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  6 in the list of neghbours, And at position 44 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 44 in the X datas point
 --------------
  --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -11026,7 +12993,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  7 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]
@@ -11034,6 +13001,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- 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 41 in the X datas point
 --------------
  --- Configuration:  3300-2000
@@ -11066,61 +13041,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3300-2000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -11163,23 +13208,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 104 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- 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
+--- 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]
@@ -11187,7 +13216,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  8 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:  [0.83375292]
@@ -11195,7 +13224,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  9 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:  [0.83375292]
@@ -11203,6 +13232,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
+--- 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 47 in the X datas point
+--------------
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
+--------------
 --- 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
 --------------
@@ -11212,29 +13257,29 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 29 in the X datas point
 --------------
- --- Configuration:  3000-2000
+ --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 167 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  2200-2000
+ --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5065035050.042546
- --- Energy:  35.13598057141005
- --- Workload:  177965000000.0
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  3000-3000
+ --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
+ --- 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
 --------------
@@ -11247,7 +13292,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  5 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  5058399218.983161
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
@@ -11255,7 +13300,7 @@ 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:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  5035525633.343237
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
@@ -11300,61 +13345,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '1100-1000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -11381,23 +13496,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- Neighbour  3 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  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 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]
@@ -11405,7 +13504,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.85376093977719
  --- Workload:  278621000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 33 in the X datas point
 --------------
  --- Configuration:  1000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -11413,7 +13512,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 37 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 37 in the X datas point
 --------------
  --- Configuration:  2200-0000
  --- Distance from that configuration:  [0.83375292]
@@ -11421,7 +13520,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.07061597004587
  --- Workload:  60106800000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 38 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 38 in the X datas point
 --------------
  --- Configuration:  1110-0000
  --- Distance from that configuration:  [0.83375292]
@@ -11429,7 +13528,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.668041259477853
  --- Workload:  89102900000.0
 --------------
---- Neighbour  9 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]
@@ -11437,6 +13536,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
+--- Neighbour  8 in the list of neghbours, And at position 50 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 53 in the X datas point
+--------------
+ --- Configuration:  0000-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
+--------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1100-1000'
 --- Neighbour  0 in the list of neghbours, And at position 33 in the X datas point
 --------------
@@ -11465,18 +13580,18 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  3 in the list of neghbours, And at position 38 in the X datas point
 --------------
  --- Configuration:  1110-0000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  2905397356.669485
  --- Energy:  30.668041259477853
  --- Workload:  89102900000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 164 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  2200-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5023055826.242454
- --- Energy:  35.164198939696966
- --- Workload:  176632000000.0
+ --- Configuration:  0000-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
 --- Neighbour  5 in the list of neghbours, And at position 42 in the X datas point
 --------------
@@ -11502,13 +13617,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 152 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  1100-1001
+ --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7522756337.9222145
- --- Energy:  41.562953026807364
- --- Workload:  312668000000.0
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
 --- Neighbour  9 in the list of neghbours, And at position 7 in the X datas point
 --------------
@@ -11519,76 +13634,146 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  278621000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 164 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  2200-1000
- --- Energy efficiency:  5023055826.242454
- --- Energy:  35.164198939696966
- --- Workload:  176632000000.0
+ --- 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 (35.164198939696966 mAh)  it is NOT far from the median.
----  Median :35.164198939696966,   the gap is :  10
+--- 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 '1100-1000'
  --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '2200-2000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -11599,15 +13784,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- 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
+--- Neighbour  1 in the list of neghbours, And at position 41 in the X datas point
 --------------
  --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.91310072]
@@ -11615,7 +13792,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 47 in the X datas point
 --------------
  --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.91310072]
@@ -11623,15 +13800,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- 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
+--- Neighbour  3 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
  --- Distance from that configuration:  [0.83375292]
@@ -11639,7 +13808,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 37 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 37 in the X datas point
 --------------
  --- Configuration:  2200-0000
  --- Distance from that configuration:  [0.83375292]
@@ -11647,7 +13816,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.07061597004587
  --- Workload:  60106800000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.83375292]
@@ -11655,7 +13824,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  8 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]
@@ -11663,7 +13832,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -11671,6 +13840,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
+--- Neighbour  8 in the list of neghbours, And at position 51 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  9 in the list of neghbours, And at position 62 in the X datas point
+--------------
+ --- Configuration:  2002-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
+--------------
 --- 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
 --------------
@@ -11680,23 +13865,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- 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
+--- Neighbour  1 in the list of neghbours, And at position 47 in the X datas point
 --------------
  --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.91310072]
@@ -11704,7 +13873,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.241340818491324
  --- Workload:  150528000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 42 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 42 in the X datas point
 --------------
  --- Configuration:  1100-1000
  --- Distance from that configuration:  [0.91310072]
@@ -11712,7 +13881,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 27 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
  --- Distance from that configuration:  [0.83375292]
@@ -11720,7 +13889,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.83375292]
@@ -11728,7 +13897,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  7 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]
@@ -11736,7 +13905,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
---- Neighbour  8 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]
@@ -11744,7 +13913,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 41 in the X datas point
 --------------
  --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.83375292]
@@ -11752,77 +13921,163 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
+--- Neighbour  8 in the list of neghbours, And at position 62 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  9 in the list of neghbours, And at position 51 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 42 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 40 in the X datas point
 --------------
- --- Configuration:  1100-1000
- --- Energy efficiency:  5947637003.818383
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
+ --- Configuration:  3300-1000
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
 --------------
 --- 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 (36.78276420172299 mAh)  it is NOT far from the median.
+---  Median :36.78276420172299,   the gap is :  10
 --- So No we don't romove this configuration '2200-2000'
  --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3000-1000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -11865,7 +14120,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 60 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  3000-1100
  --- Distance from that configuration:  [0.91310072]
@@ -11873,15 +14128,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.3608751201712
  --- Workload:  279393000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 104 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 4 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 4 in the X datas point
 --------------
  --- Configuration:  3000-1110
  --- Distance from that configuration:  [0.83375292]
@@ -11889,7 +14136,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.41467631934382
  --- Workload:  400095000000.0
 --------------
---- Neighbour  8 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]
@@ -11897,7 +14144,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  9 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]
@@ -11905,6 +14152,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.02206558996354
  --- Workload:  29457300000.0
 --------------
+--- 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
+--------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3000-1000'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
@@ -11938,15 +14193,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 104 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 44 in the X datas point
+--- 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]
@@ -11954,7 +14201,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.91310072]
@@ -11962,7 +14209,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  7 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]
@@ -11970,7 +14217,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 60 in the X datas point
+--- Neighbour  7 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
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  3000-1100
  --- Distance from that configuration:  [0.83375292]
@@ -11987,76 +14242,146 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  400095000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 104 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Configuration:  3000-1000
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (34.88131927324178 mAh)  it is NOT far from the median.
----  Median :34.88131927324178,   the gap is :  10
+--- The energy of the current configuration (36.46450751429702 mAh)  it is NOT far from the median.
+---  Median :36.46450751429702,   the gap is :  10
 --- So No we don't romove this configuration '3000-1000'
  --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '3000-2000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -12067,15 +14392,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 104 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.91310072]
@@ -12083,7 +14400,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 41 in the X datas point
+--- 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]
@@ -12091,7 +14408,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 44 in the X datas point
+--- 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]
@@ -12099,7 +14416,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 47 in the X datas point
 --------------
  --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.91310072]
@@ -12107,7 +14424,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.241340818491324
  --- Workload:  150528000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.91310072]
@@ -12115,7 +14432,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.79271109577192
  --- Workload:  278971000000.0
 --------------
---- Neighbour  7 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:  [0.83375292]
@@ -12123,7 +14440,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 27 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
  --- Distance from that configuration:  [0.83375292]
@@ -12131,7 +14448,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 30 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.83375292]
@@ -12139,6 +14456,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
+--- 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 '3000-2000'
 --- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
 --------------
@@ -12148,13 +14473,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 35 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Configuration:  3000-0000
+ --- 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 29 in the X datas point
 --------------
@@ -12164,7 +14489,7 @@ 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  3 in the list of neghbours, And at position 47 in the X datas point
 --------------
  --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.91310072]
@@ -12191,7 +14516,7 @@ 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:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  4059018123.5159216
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
@@ -12212,7 +14537,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -12236,61 +14561,131 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]
 --- Computing the list of the 10 first neighbours of '1000-1000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
@@ -12325,7 +14720,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 50 in the X datas point
 --------------
  --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.91310072]
@@ -12333,7 +14728,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.80059101405426
  --- Workload:  276003000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.91310072]
@@ -12414,7 +14809,7 @@ 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  5 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.91310072]
@@ -12438,7 +14833,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 50 in the X datas point
 --------------
  --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.83375292]
@@ -12467,156 +14862,234 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 ---  Median :30.299284062105812,   the gap is :  10
 --- So No we don't romove this configuration '1000-1000'
  --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '1001-2000'
+ --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '2000-2000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '1001-2000'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '2000-2000'
 --- Neighbour  0 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  1001-2000
+ --- Configuration:  2000-2000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 74 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  2002-2000
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 95 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  1101-2000
+ --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6788174999.151478
- --- Energy:  36.70897651674008
- --- Workload:  249187000000.0
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 118 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  1001-2002
+ --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 46 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 62 in the X datas point
 --------------
- --- Configuration:  1000-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4062233415.93208
- --- Energy:  36.86022362180361
- --- Workload:  149735000000.0
+ --- Configuration:  2002-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 50 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 29 in the X datas point
 --------------
- --- Configuration:  0001-2002
+ --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 54 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  1001-0002
+ --- Configuration:  2000-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 41 in the X datas point
 --------------
- --- Configuration:  2000-2000
+ --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4153496621.1304984
- --- Energy:  36.241340818491324
- --- Workload:  150528000000.0
+ --- Energy efficiency:  5026691733.102776
+ --- Energy:  36.9852979298838
+ --- Workload:  185914000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  0000-2000
+ --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 68 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 46 in the X datas point
 --------------
- --- Configuration:  1001-2220
+ --- Configuration:  1000-1000
  --- 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 '1001-2000'
---- Neighbour  0 in the list of neghbours, And at position 66 in the X datas point
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
 --------------
- --- Configuration:  0000-2000
+--- 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
+--------------
+ --- Configuration:  2000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 29 in the X datas point
+--------------
+ --- Configuration:  3000-3000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 47 in the X datas point
 --------------
  --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.91310072]
@@ -12624,15 +15097,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.241340818491324
  --- Workload:  150528000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 95 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  1101-2000
+ --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6788174999.151478
- --- Energy:  36.70897651674008
- --- Workload:  249187000000.0
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
---- 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:  [0.91310072]
@@ -12640,717 +15113,919 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- 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 74 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  2002-2000
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 54 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  1001-0002
+ --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- 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 41 in the X datas point
 --------------
- --- Configuration:  1001-2220
+ --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9166575000.916658
- --- Energy:  50.735447078258076
- --- Workload:  465069000000.0
+ --- Energy efficiency:  5026691733.102776
+ --- Energy:  36.9852979298838
+ --- Workload:  185914000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 118 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
 --------------
- --- Configuration:  1001-2002
+ --- Configuration:  2002-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 50 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0001-2002
+ --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
 --------------
---- 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 46 in the X datas point
 --------------
- --- Configuration:  1001-2000
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- 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 (39.7073615035878 mAh)  it is NOT far from the median.
----  Median :39.7073615035878,   the gap is :  10
---- So No we don't romove this configuration '1001-2000'
- --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '0111-0000'
+--- The energy of the current configuration (36.86022362180361 mAh)  it is NOT far from the median.
+---  Median :36.86022362180361,   the gap is :  10
+--- So No we don't romove this configuration '2000-2000'
+ --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '3000-1100'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0111-0000'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3000-1100'
 --- Neighbour  0 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  0111-0000
+ --- Configuration:  3000-1100
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
+ --- Energy efficiency:  6443423519.784533
+ --- Energy:  43.3608751201712
+ --- Workload:  279393000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 4 in the X datas point
 --------------
- --- Configuration:  0011-0000
+ --- Configuration:  3000-1110
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 190 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  0111-0001
+ --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6254338947.644929
- --- Energy:  35.98594879953233
- --- Workload:  225068000000.0
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 191 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 49 in the X datas point
 --------------
- --- Configuration:  0011-0000
+ --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  2780233650.836016
- --- Energy:  29.193550568943994
- --- Workload:  81165000000.0
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 38 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 18 in the X datas point
 --------------
- --- Configuration:  1110-0000
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 100 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 35 in the X datas point
 --------------
- --- Configuration:  0110-0010
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 111 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 40 in the X datas point
 --------------
- --- Configuration:  0110-0100
+ --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 123 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  0111-2000
+ --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6681499595.769274
- --- Energy:  37.38840673928198
- --- Workload:  249811000000.0
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 166 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0222-1000
+ --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9969791531.659073
- --- Energy:  42.75164023390624
- --- Workload:  426227000000.0
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 71 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:  3003-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0111-0000'
---- Neighbour  0 in the list of neghbours, And at position 191 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3000-1100'
+--- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
 --------------
- --- Configuration:  0011-0000
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2780233650.836016
- --- Energy:  29.193550568943994
- --- Workload:  81165000000.0
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 35 in the X datas point
 --------------
- --- Configuration:  0011-0000
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
 --------------
---- 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 44 in the X datas point
 --------------
- --- Configuration:  1110-0000
+ --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 111 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 40 in the X datas point
 --------------
- --- Configuration:  0110-0100
+ --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 100 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  0110-0010
+ --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 190 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0111-0001
+ --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6254338947.644929
- --- Energy:  35.98594879953233
- --- Workload:  225068000000.0
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 123 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 49 in the X datas point
 --------------
- --- Configuration:  0111-2000
+ --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6681499595.769274
- --- Energy:  37.38840673928198
- --- Workload:  249811000000.0
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
 --------------
 --- Neighbour  7 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  0111-0000
+ --- Configuration:  3000-1100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
+ --- Energy efficiency:  6443423519.784533
+ --- Energy:  43.3608751201712
+ --- Workload:  279393000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 166 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 4 in the X datas point
 --------------
- --- Configuration:  0222-1000
+ --- Configuration:  3000-1110
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9969791531.659073
- --- Energy:  42.75164023390624
- --- Workload:  426227000000.0
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 71 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:  3003-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 100 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  0110-0010
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
+ --- Configuration:  3000-2000
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (35.648662348871625 mAh)  it is NOT far from the median.
----  Median :35.648662348871625,   the gap is :  10
---- So No we don't romove this configuration '0111-0000'
- --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1]
---- Computing the list of the 10 first neighbours of '3000-0202'
+--- The energy of the current configuration (36.96583597689362 mAh)  it is NOT far from the median.
+---  Median :36.96583597689362,   the gap is :  10
+--- So No we don't romove this configuration '3000-1100'
+ --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '3000-2200'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0202'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3000-2200'
 --- Neighbour  0 in the list of neghbours, And at position 49 in the X datas point
---------------
- --- Configuration:  3000-0202
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
---------------
---- 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]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  6519117311.516021
  --- Energy:  42.79271109577192
  --- Workload:  278971000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 85 in the X datas point
---------------
- --- Configuration:  3003-0002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7595205906.032112
- --- Energy:  65.80063109114849
- --- Workload:  499771000000.0
---------------
---- 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]
- --- Energy efficiency:  8089829466.394849
- --- Energy:  66.44909360627778
- --- Workload:  537560000000.0
---------------
---- 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]
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  29.060137396486432
- --- Workload:  29553800000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 30 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  6611133148.221605
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- 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]
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  2 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:  [0.91310072]
  --- Energy efficiency:  4059018123.5159216
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  2002-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
+ --- Configuration:  3000-1100
+ --- Distance from that configuration:  [0.91310072]
+ --- 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
+--- Neighbour  4 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  3000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  29.060137396486432
- --- Workload:  29553800000.0
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 52 in the X datas point
 --------------
- --- Configuration:  3000-0000
+ --- Configuration:  3000-3300
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  42.474892742303716
+ --- Workload:  274951000000.0
+--------------
+--- Neighbour  6 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:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 197 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 29 in the X datas point
 --------------
- --- Configuration:  3000-0001
+ --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3629843118.1804323
- --- Energy:  34.55029567760096
- --- Workload:  125412000000.0
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 31 in the X datas point
 --------------
- --- Configuration:  3000-2000
+ --- Configuration:  3000-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8224428196.629629
+ --- Energy:  49.410116578739654
+ --- Workload:  406369000000.0
+--------------
+--- 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
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3000-2200'
+--- Neighbour  0 in the list of neghbours, And at position 29 in the X datas point
+--------------
+ --- Configuration:  3000-3000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 45 in the X datas point
+--------------
+ --- Configuration:  3000-2000
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  4059018123.5159216
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 30 in the X datas point
+--- 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 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  6611133148.221605
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 52 in the X datas point
+--------------
+ --- Configuration:  3000-3300
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  42.474892742303716
+ --- Workload:  274951000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 51 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  6 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-2200
- --- Distance from that configuration:  [0.76130039]
+ --- 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 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 49 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  3000-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
+ --- Configuration:  3000-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6443423519.784533
+ --- Energy:  43.3608751201712
+ --- Workload:  279393000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 85 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 31 in the X datas point
 --------------
- --- Configuration:  3003-0002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7595205906.032112
- --- Energy:  65.80063109114849
- --- Workload:  499771000000.0
+ --- Configuration:  3000-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8224428196.629629
+ --- Energy:  49.410116578739654
+ --- Workload:  406369000000.0
 --------------
---- 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 4 in the X datas point
 --------------
- --- Configuration:  0020-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8089829466.394849
- --- Energy:  66.44909360627778
- --- Workload:  537560000000.0
+ --- Configuration:  3000-1110
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 30 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  3000-3300
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  42.474892742303716
+ --- Workload:  274951000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (64.35822134376 mAh)  is far from the median.
----  Median :42.19510352720739,   the gap is :  10
---- So yes we remove this configuration '3000-0202'
---- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '0001-2002'
+--- The energy of the current configuration (42.474892742303716 mAh)  it is NOT far from the median.
+---  Median :42.474892742303716,   the gap is :  10
+--- So No we don't romove this configuration '3000-2200'
+ --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '1000-1100'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0001-2002'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1000-1100'
 --- Neighbour  0 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  0001-2002
+ --- Configuration:  1000-1100
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 118 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 46 in the X datas point
 --------------
- --- Configuration:  1001-2002
+ --- Configuration:  1000-1000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 7 in the X datas point
 --------------
- --- Configuration:  1001-2000
+ --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Energy efficiency:  6501654671.113798
+ --- Energy:  42.85376093977719
+ --- Workload:  278621000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 54 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 33 in the X datas point
 --------------
- --- Configuration:  1001-0002
+ --- Configuration:  1000-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
+ --- Energy efficiency:  997516184.7000968
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 42 in the X datas point
 --------------
- --- Configuration:  0000-2000
+ --- Configuration:  1100-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 109 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0011-2022
+ --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10199970420.085781
- --- Energy:  84.69065283515172
- --- Workload:  863842000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 24 in the X datas point
---------------
- --- Configuration:  0000-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3307720550.5370083
- --- Energy:  35.59789292409111
- --- Workload:  117748000000.0
---------------
---- Neighbour  7 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
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0000-1000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  3145168392.3157244
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.76130039]
+ --- 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 '0001-2002'
---- Neighbour  0 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 13 in the X datas point
 --------------
- --- Configuration:  0000-2000
+ --- 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
+--------------
+ --- Configuration:  1000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
+ --- Energy efficiency:  997516184.7000968
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
 --------------
---- 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 16 in the X datas point
 --------------
- --- Configuration:  0000-1000
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 58 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  0001-0020
+ --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 24 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 42 in the X datas point
 --------------
- --- Configuration:  0000-3000
+ --- Configuration:  1100-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3307720550.5370083
- --- Energy:  35.59789292409111
- --- Workload:  117748000000.0
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 46 in the X datas point
 --------------
- --- Configuration:  1001-2000
+ --- Configuration:  1000-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Energy efficiency:  4062233415.93208
+ --- 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 55 in the X datas point
 --------------
  --- Configuration:  0000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -13358,677 +16033,879 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51731520413714
  --- Workload:  243375000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 54 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  1001-0002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 118 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  1001-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 50 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 7 in the X datas point
 --------------
- --- Configuration:  0001-2002
+ --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
+ --- Energy efficiency:  6501654671.113798
+ --- Energy:  42.85376093977719
+ --- Workload:  278621000000.0
 --------------
---- 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 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
 --------------
 --------------
---- 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 46 in the X datas point
 --------------
- --- Configuration:  1001-2000
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- 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 (65.1809584910712 mAh)  is far from the median.
----  Median :39.7073615035878,   the gap is :  10
---- So yes we remove this configuration '0001-2002'
---- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '3300-0000'
+--- The energy of the current configuration (36.86022362180361 mAh)  it is NOT far from the median.
+---  Median :36.86022362180361,   the gap is :  10
+--- So No we don't romove this configuration '1000-1100'
+ --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '2000-2200'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
---------------
- --- 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 51 in the X datas point
+--- Ordered by distance, Printing the list of the 10 first neighbours of '2000-2200'
+--- Neighbour  0 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  3300-0000
+ --- Configuration:  2000-2200
  --- Distance from that configuration:  [1.]
- --- 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
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 20 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  3330-0000
+ --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5377240292.736961
- --- Energy:  32.51205394198035
- --- Workload:  174825000000.0
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 49 in the X datas point
 --------------
- --- Configuration:  3000-0000
+ --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 37 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 30 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:  3000-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  42.19510352720739
+ --- Workload:  278957000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 169 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  0300-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1047552602.8539523
- --- Energy:  28.209089181571862
- --- Workload:  29550500000.0
+ --- Configuration:  3000-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  3303-0001
+ --- Configuration:  3000-1100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
+ --- Energy efficiency:  6443423519.784533
+ --- Energy:  43.3608751201712
+ --- Workload:  279393000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  3333-0000
+ --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8296551953.00833
- --- Energy:  59.045602086542516
- --- Workload:  489874000000.0
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3300-0000'
---- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 52 in the X datas point
 --------------
- --- Configuration:  0300-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1047552602.8539523
- --- Energy:  28.209089181571862
- --- Workload:  29550500000.0
+ --- Configuration:  3000-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  42.474892742303716
+ --- Workload:  274951000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 55 in the X datas point
 --------------
- --- Configuration:  3300-0000
+ --- 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 47 in the X datas point
+--------------
+ --- Configuration:  2000-2000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  3000-0000
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  29.060137396486432
- --- Workload:  29553800000.0
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  3000-0000
+ --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 37 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 30 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:  3000-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  42.19510352720739
+ --- Workload:  278957000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 52 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:  3000-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  42.474892742303716
+ --- Workload:  274951000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 20 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 55 in the X datas point
 --------------
- --- Configuration:  3330-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5377240292.736961
- --- Energy:  32.51205394198035
- --- Workload:  174825000000.0
+ --- Configuration:  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 40 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
+ --- Configuration:  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 21 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 49 in the X datas point
 --------------
- --- Configuration:  3333-0000
+ --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8296551953.00833
- --- Energy:  59.045602086542516
- --- Workload:  489874000000.0
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
 --------------
---- 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 50 in the X datas point
 --------------
- --- Configuration:  3303-0001
+ --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
+--- Neighbour  9 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 37 in the X datas point
+ --- Configuration:  3000-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6443423519.784533
+ --- Energy:  43.3608751201712
+ --- Workload:  279393000000.0
 --------------
- --- Configuration:  2200-0000
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
+--------------
+--- Median at position 4 in the list of neghbours, And at position 52 in the X datas point
+--------------
+ --- Configuration:  3000-3300
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  42.474892742303716
+ --- Workload:  274951000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (30.07061597004587 mAh)  it is NOT far from the median.
----  Median :30.07061597004587,   the gap is :  10
---- So No we don't romove this configuration '3300-0000'
- --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 0, 1, 1.0, 0, 1, 0, 1]
---- Computing the list of the 10 first neighbours of '1101-0202'
+--- The energy of the current configuration (42.474892742303716 mAh)  it is NOT far from the median.
+---  Median :42.474892742303716,   the gap is :  10
+--- So No we don't romove this configuration '2000-2200'
+ --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '3000-3300'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
+--- 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
 --------------
- --- Configuration:  1101-0202
+ --- Configuration:  3000-3300
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9914340101.522842
- --- Energy:  65.015157087009
- --- Workload:  644582000000.0
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  42.19510352720739
+ --- Workload:  278957000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 54 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 52 in the X datas point
 --------------
- --- Configuration:  1001-0002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
+ --- Configuration:  3000-3300
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  42.474892742303716
+ --- Workload:  274951000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 72 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 29 in the X datas point
 --------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
+ --- Configuration:  3000-3000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 86 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 31 in the X datas point
 --------------
- --- Configuration:  1111-0101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9080672696.233337
- --- Energy:  45.44863666563364
- --- Workload:  412706000000.0
+ --- Configuration:  3000-3330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8224428196.629629
+ --- Energy:  49.410116578739654
+ --- Workload:  406369000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 128 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 49 in the X datas point
 --------------
- --- Configuration:  1111-0101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8622547962.923044
- --- Energy:  48.5763010995366
- --- Workload:  418853000000.0
+ --- Configuration:  3000-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 174 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 27 in the X datas point
 --------------
- --- Configuration:  1000-0202
+ --- Configuration:  3300-3000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8327920185.212945
- --- Energy:  64.17430044494624
- --- Workload:  534437000000.0
+ --- Energy efficiency:  5072151352.996373
+ --- Energy:  36.711179058531826
+ --- Workload:  186205000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  2002-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
+ --- Configuration:  3000-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 75 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0001-0200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
+ --- Configuration:  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 94 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 23 in the X datas point
 --------------
- --- Configuration:  0100-0200
+ --- Configuration:  3333-3300
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
+ --- Energy efficiency:  9963434196.49885
+ --- Energy:  75.09852863759252
+ --- Workload:  748237000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 95 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 28 in the X datas point
 --------------
- --- Configuration:  1101-2000
+ --- Configuration:  3330-3000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6788174999.151478
- --- Energy:  36.70897651674008
- --- Workload:  249187000000.0
+ --- Energy efficiency:  5822958761.806049
+ --- Energy:  37.40635012737015
+ --- Workload:  217816000000.0
 --------------
---- 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
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3000-3300'
+--- Neighbour  0 in the list of neghbours, And at position 29 in the X datas point
 --------------
- --- Configuration:  0100-0200
+ --- Configuration:  3000-3000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 75 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 27 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:  3300-3000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5072151352.996373
+ --- Energy:  36.711179058531826
+ --- Workload:  186205000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 95 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  1101-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6788174999.151478
- --- Energy:  36.70897651674008
- --- Workload:  249187000000.0
+ --- Configuration:  3000-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 72 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 28 in the X datas point
 --------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
+ --- Configuration:  3330-3000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5822958761.806049
+ --- Energy:  37.40635012737015
+ --- Workload:  217816000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 86 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 30 in the X datas point
 --------------
- --- Configuration:  1111-0101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9080672696.233337
- --- Energy:  45.44863666563364
- --- Workload:  412706000000.0
+ --- Configuration:  3000-3300
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  42.19510352720739
+ --- Workload:  278957000000.0
 --------------
---- 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 52 in the X datas point
 --------------
- --- Configuration:  2002-0101
+ --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  42.474892742303716
+ --- Workload:  274951000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 54 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  1001-0002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 128 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 49 in the X datas point
 --------------
- --- Configuration:  1111-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8622547962.923044
- --- Energy:  48.5763010995366
- --- Workload:  418853000000.0
+ --- Configuration:  3000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 174 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 31 in the X datas point
 --------------
- --- Configuration:  1000-0202
+ --- Configuration:  3000-3330
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8327920185.212945
- --- Energy:  64.17430044494624
- --- Workload:  534437000000.0
+ --- Energy efficiency:  8224428196.629629
+ --- Energy:  49.410116578739654
+ --- Workload:  406369000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 52 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 23 in the X datas point
 --------------
- --- Configuration:  1101-0202
+ --- Configuration:  3333-3300
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9914340101.522842
- --- Energy:  65.015157087009
- --- Workload:  644582000000.0
+ --- Energy efficiency:  9963434196.49885
+ --- Energy:  75.09852863759252
+ --- Workload:  748237000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 86 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 30 in the X datas point
 --------------
- --- Configuration:  1111-0101
- --- Energy efficiency:  9080672696.233337
- --- Energy:  45.44863666563364
- --- Workload:  412706000000.0
+ --- 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 (65.015157087009 mAh)  is far from the median.
----  Median :45.44863666563364,   the gap is :  10
---- So yes we remove this configuration '1101-0202'
---- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1.0, 0, 1, 0, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '0011-0000'
+--- The energy of the current configuration (42.19510352720739 mAh)  it is NOT far from the median.
+---  Median :42.19510352720739,   the gap is :  10
+--- So No we don't romove this configuration '3000-3300'
+ --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '0000-1000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0011-0000'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0000-1000'
 --- 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
+ --- Configuration:  0000-1000
  --- 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
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Neighbour  4 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]
+ --- Distance from that configuration:  [0.91310072]
  --- 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
+--- 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]
+ --- Distance from that configuration:  [0.91310072]
  --- 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
+--- Neighbour  3 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  7 in the list of neghbours, And at position 91 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:  [0.91310072]
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 54 in the X datas point
+--------------
+ --- Configuration:  0000-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 7 in the X datas point
 --------------
- --- Configuration:  1011-0100
+ --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6807769026.0124855
- --- Energy:  36.74164741869377
- --- Workload:  250128000000.0
+ --- Energy efficiency:  6501654671.113798
+ --- Energy:  42.85376093977719
+ --- Workload:  278621000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 190 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 33 in the X datas point
 --------------
- --- Configuration:  0111-0001
+ --- Configuration:  1000-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6254338947.644929
- --- Energy:  35.98594879953233
- --- Workload:  225068000000.0
+ --- Energy efficiency:  997516184.7000968
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 195 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 42 in the X datas point
 --------------
- --- Configuration:  1011-0100
+ --- Configuration:  1100-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6759862639.591164
- --- Energy:  36.90475887640218
- --- Workload:  249471000000.0
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
 --------------
---- 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
+--- Neighbour  9 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  0011-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2780233650.836016
- --- Energy:  29.193550568943994
- --- Workload:  81165000000.0
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0000-1000'
+--- Neighbour  0 in the list of neghbours, And at position 33 in the X datas point
 --------------
- --- Configuration:  0011-0000
+ --- Configuration:  1000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
+ --- 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:  [0.91310072]
@@ -14036,1386 +16913,1814 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- 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]
+ --- Distance from that configuration:  [0.91310072]
  --- 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
+--- 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]
+ --- Distance from that configuration:  [0.91310072]
  --- 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
+--- Neighbour  4 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  0111-0001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6254338947.644929
- --- Energy:  35.98594879953233
- --- Workload:  225068000000.0
+ --- Configuration:  0000-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 53 in the X datas point
+--------------
+ --- Configuration:  0000-1000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 91 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 42 in the X datas point
 --------------
- --- Configuration:  1011-0100
+ --- Configuration:  1100-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6807769026.0124855
- --- Energy:  36.74164741869377
- --- Workload:  250128000000.0
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 195 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 46 in the X datas point
 --------------
- --- Configuration:  1011-0100
+ --- Configuration:  1000-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6759862639.591164
- --- Energy:  36.90475887640218
- --- Workload:  249471000000.0
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  0111-0000
+ --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 7 in the X datas point
 --------------
- --- Configuration:  0011-1100
+ --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
+ --- Energy efficiency:  6501654671.113798
+ --- Energy:  42.85376093977719
+ --- Workload:  278621000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 16 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
+ --- Configuration:  0000-2000
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (30.299284062105812 mAh)  it is NOT far from the median.
----  Median :30.299284062105812,   the gap is :  10
---- So No we don't romove this configuration '0011-0000'
- --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '1001-0002'
+--- The energy of the current configuration (35.40657570372512 mAh)  it is NOT far from the median.
+---  Median :35.40657570372512,   the gap is :  10
+--- So No we don't romove this configuration '0000-1000'
+ --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '0000-2000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '1001-0002'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0000-2000'
 --- Neighbour  0 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  1001-0002
+ --- Configuration:  0000-2000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 118 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 24 in the X datas point
 --------------
- --- Configuration:  1001-2002
+ --- Configuration:  0000-3000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
+ --- Energy efficiency:  3307720550.5370083
+ --- Energy:  35.59789292409111
+ --- Workload:  117748000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Configuration:  0000-1000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 50 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 55 in the X datas point
 --------------
- --- Configuration:  0001-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
+ --- Configuration:  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 52 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 16 in the X datas point
 --------------
- --- Configuration:  1101-0202
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9914340101.522842
- --- Energy:  65.015157087009
- --- Workload:  644582000000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 174 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 17 in the X datas point
 --------------
- --- Configuration:  1000-0202
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8327920185.212945
- --- Energy:  64.17430044494624
- --- Workload:  534437000000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 25 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:  0000-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 32 in the X datas point
 --------------
- --- Configuration:  2002-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 58 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 46 in the X datas point
 --------------
- --- Configuration:  0001-0020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
+ --- Configuration:  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 71 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  0000-0001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3321398441.599851
- --- Energy:  35.588916806469584
- --- Workload:  118205000000.0
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- 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
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0000-2000'
+--- Neighbour  0 in the list of neghbours, And at position 32 in the X datas point
 --------------
- --- Configuration:  1000-0000
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 58 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 17 in the X datas point
 --------------
- --- Configuration:  0001-0020
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 71 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 16 in the X datas point
 --------------
- --- Configuration:  0000-0001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3321398441.599851
- --- Energy:  35.588916806469584
- --- Workload:  118205000000.0
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Configuration:  0000-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  2002-0101
+ --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 54 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 24 in the X datas point
 --------------
- --- Configuration:  1001-0002
+ --- Configuration:  0000-3000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
+ --- Energy efficiency:  3307720550.5370083
+ --- Energy:  35.59789292409111
+ --- Workload:  117748000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 174 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  1000-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8327920185.212945
- --- Energy:  64.17430044494624
- --- Workload:  534437000000.0
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 52 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 46 in the X datas point
 --------------
- --- Configuration:  1101-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9914340101.522842
- --- Energy:  65.015157087009
- --- Workload:  644582000000.0
+ --- Configuration:  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 118 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 25 in the X datas point
 --------------
- --- Configuration:  1001-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
+ --- Configuration:  0000-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 50 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 55 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:  0000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 55 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  2002-0101
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
+ --- 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 (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]
---- Computing the list of the 10 first neighbours of '2002-0101'
+--- 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 '0000-2000'
+ --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '0000-2200'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '2002-0101'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0000-2200'
 --- Neighbour  0 in the list of neghbours, And at position 55 in the X datas point
 --------------
- --- Configuration:  2002-0101
+ --- Configuration:  0000-2200
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 70 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 25 in the X datas point
 --------------
- --- Configuration:  2002-0100
+ --- Configuration:  0000-3300
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7245431755.278297
- --- Energy:  42.016301664202444
- --- Workload:  304426000000.0
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 80 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
+ --- Configuration:  0000-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 83 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 9 in the X datas point
 --------------
- --- Configuration:  3003-1101
+ --- Configuration:  0010-3300
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9428892010.8998
- --- Energy:  67.46193459835338
- --- Workload:  636090000000.0
+ --- Energy efficiency:  6532788063.289651
+ --- Energy:  42.64544340651106
+ --- Workload:  278594000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 184 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 24 in the X datas point
 --------------
- --- Configuration:  0002-0111
+ --- Configuration:  0000-3000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9116518219.361662
- --- Energy:  51.19519895467268
- --- Workload:  466724000000.0
+ --- Energy efficiency:  3307720550.5370083
+ --- Energy:  35.59789292409111
+ --- Workload:  117748000000.0
 --------------
---- 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 26 in the X datas point
 --------------
- --- Configuration:  3303-0001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
+ --- Configuration:  0000-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7665772326.561901
+ --- Energy:  48.682465076838824
+ --- Workload:  373189000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  2000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
---- 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 51 in the X datas point
 --------------
- --- Configuration:  3000-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
+ --- Configuration:  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 52 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  1101-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9914340101.522842
- --- Energy:  65.015157087009
- --- Workload:  644582000000.0
+ --- Configuration:  0000-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 54 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 63 in the X datas point
 --------------
- --- Configuration:  1001-0002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
+ --- Configuration:  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 '2002-0101'
---- 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 '0000-2200'
+--- Neighbour  0 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  2000-0000
+ --- Configuration:  0000-2000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 70 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  2002-0100
+ --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7245431755.278297
- --- Energy:  42.016301664202444
- --- Workload:  304426000000.0
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 24 in the X datas point
 --------------
- --- Configuration:  2002-0101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
+ --- Configuration:  0000-3000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3307720550.5370083
+ --- Energy:  35.59789292409111
+ --- Workload:  117748000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 54 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 63 in the X datas point
 --------------
- --- Configuration:  1001-0002
+ --- Configuration:  0001-0200
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 80 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 25 in the X datas point
 --------------
- --- Configuration:  2002-1001
+ --- Configuration:  0000-3300
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 184 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 55 in the X datas point
 --------------
- --- Configuration:  0002-0111
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9116518219.361662
- --- Energy:  51.19519895467268
- --- Workload:  466724000000.0
+ --- 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 11 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  3303-0001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- 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 9 in the X datas point
 --------------
- --- Configuration:  3000-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
+ --- Configuration:  0010-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6532788063.289651
+ --- Energy:  42.64544340651106
+ --- Workload:  278594000000.0
 --------------
---- 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 50 in the X datas point
 --------------
- --- Configuration:  1101-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9914340101.522842
- --- Energy:  65.015157087009
- --- Workload:  644582000000.0
+ --- Configuration:  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 83 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 26 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:  0000-3330
+ --- 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 80 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 25 in the X datas point
 --------------
- --- Configuration:  2002-1001
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
+ --- Configuration:  0000-3300
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (48.71596839606954 mAh)  it is NOT far from the median.
----  Median :48.71596839606954,   the gap is :  10
---- So No we don't romove this configuration '2002-0101'
- --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '0303-0000'
+--- The energy of the current configuration (42.05795824330537 mAh)  it is NOT far from the median.
+---  Median :42.05795824330537,   the gap is :  10
+--- So No we don't romove this configuration '0000-2200'
+ --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0]
+--- Computing the list of the 10 first neighbours of '1001-2220'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0303-0000'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1001-2220'
 --- Neighbour  0 in the list of neghbours, And at position 56 in the X datas point
 --------------
- --- Configuration:  0303-0000
+ --- Configuration:  1001-2220
  --- 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 2 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 7 in the X datas point
 --------------
- --- Configuration:  0303-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6928278461.367919
- --- Energy:  53.6166443408558
- --- Workload:  371471000000.0
+ --- Configuration:  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 161 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 26 in the X datas point
 --------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
+ --- Configuration:  0000-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7665772326.561901
+ --- Energy:  48.682465076838824
+ --- Workload:  373189000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 169 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  0300-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1047552602.8539523
- --- Energy:  28.209089181571862
- --- Workload:  29550500000.0
+ --- Configuration:  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 0 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0303-1010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8236960890.90969
- --- Energy:  61.00540758755291
- --- Workload:  502499000000.0
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- 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 55 in the X datas point
 --------------
- --- Configuration:  3303-0001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
+ --- Configuration:  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 19 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 62 in the X datas point
 --------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1980229389.772511
- --- Energy:  30.277288658122774
- --- Workload:  59956000000.0
+ --- Configuration:  2002-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
---- 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 63 in the X datas point
 --------------
- --- Configuration:  3333-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8296551953.00833
- --- Energy:  59.045602086542516
- --- Workload:  489874000000.0
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 69 in the X datas point
 --------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
+ --- Configuration:  0101-2020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8367150566.874451
+ --- Energy:  43.37670883350873
+ --- Workload:  362938000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0000'
---- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  0300-0000
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1001-2220'
+--- Neighbour  0 in the list of neghbours, And at position 63 in the X datas point
+--------------
+ --- Configuration:  0001-0200
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1047552602.8539523
- --- Energy:  28.209089181571862
- --- Workload:  29550500000.0
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 62 in the X datas point
 --------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
+ --- Configuration:  2002-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 55 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:  0000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 161 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
+ --- Configuration:  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 2 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 7 in the X datas point
 --------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
+ --- Configuration:  1000-1010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6501654671.113798
+ --- Energy:  42.85376093977719
+ --- Workload:  278621000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 69 in the X datas point
 --------------
- --- Configuration:  0303-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6928278461.367919
- --- Energy:  53.6166443408558
- --- Workload:  371471000000.0
+ --- Configuration:  0101-2020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8367150566.874451
+ --- Energy:  43.37670883350873
+ --- Workload:  362938000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 26 in the X datas point
 --------------
- --- Configuration:  3333-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8296551953.00833
- --- Energy:  59.045602086542516
- --- Workload:  489874000000.0
+ --- Configuration:  0000-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7665772326.561901
+ --- Energy:  48.682465076838824
+ --- Workload:  373189000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 56 in the X datas point
 --------------
- --- Configuration:  3303-0001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
+ --- Configuration:  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 0 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  0303-1010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8236960890.90969
- --- Energy:  61.00540758755291
- --- Workload:  502499000000.0
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
 --------------
---- 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 50 in the X datas point
 --------------
- --- Configuration:  0303-0100
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
+ --- 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 (51.67993691242756 mAh)  it is NOT far from the median.
----  Median :51.67993691242756,   the gap is :  10
---- So No we don't romove this configuration '0303-0000'
- --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '0101-2220'
+--- The energy of the current configuration (42.80059101405426 mAh)  it is NOT far from the median.
+---  Median :42.80059101405426,   the gap is :  10
+--- So No we don't romove this configuration '1001-2220'
+ --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '0200-1100'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0101-2220'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0200-1100'
 --- Neighbour  0 in the list of neghbours, And at position 57 in the X datas point
 --------------
- --- Configuration:  0101-2220
+ --- Configuration:  0200-1100
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
+ --- Energy efficiency:  6540008502.011052
+ --- Energy:  42.722378810206706
+ --- Workload:  279405000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 81 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 68 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 37 in the X datas point
 --------------
- --- Configuration:  1001-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9166575000.916658
- --- Energy:  50.735447078258076
- --- Workload:  465069000000.0
+ --- Configuration:  2200-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 72 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 40 in the X datas point
 --------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
+ --- Configuration:  3300-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 93 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 42 in the X datas point
 --------------
- --- Configuration:  0101-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
+ --- Configuration:  1100-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 150 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  0001-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9243340173.405062
- --- Energy:  40.84258552984255
- --- Workload:  377523000000.0
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 160 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  0222-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
+ --- Configuration:  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 26 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  0000-3330
+ --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7665772326.561901
- --- Energy:  48.682465076838824
- --- Workload:  373189000000.0
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 58 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0001-0020
+ --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  0000-2200
+ --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0101-2220'
---- Neighbour  0 in the list of neghbours, And at position 58 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0200-1100'
+--- Neighbour  0 in the list of neghbours, And at position 37 in the X datas point
 --------------
- --- Configuration:  0001-0020
+ --- Configuration:  2200-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 72 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
+ --- Configuration:  0000-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 150 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 42 in the X datas point
 --------------
- --- Configuration:  0001-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9243340173.405062
- --- Energy:  40.84258552984255
- --- Workload:  377523000000.0
+ --- Configuration:  1100-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 93 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 40 in the X datas point
 --------------
- --- Configuration:  0101-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
+ --- Configuration:  3300-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 81 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 57 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:  0200-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6540008502.011052
+ --- Energy:  42.722378810206706
+ --- Workload:  279405000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 57 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  0101-2220
+ --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 68 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  1001-2220
+ --- Configuration:  3000-1100
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9166575000.916658
- --- Energy:  50.735447078258076
- --- Workload:  465069000000.0
+ --- Energy efficiency:  6443423519.784533
+ --- Energy:  43.3608751201712
+ --- Workload:  279393000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 160 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  0222-2220
+ --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 67 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  0000-2200
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
+ --- Configuration:  2200-2000
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.51731520413714 mAh)  it is NOT far from the median.
----  Median :42.51731520413714,   the gap is :  10
---- So No we don't romove this configuration '0101-2220'
- --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '0001-0020'
+--- The energy of the current configuration (36.93355197432356 mAh)  it is NOT far from the median.
+---  Median :36.93355197432356,   the gap is :  10
+--- So No we don't romove this configuration '0200-1100'
+ --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '2002-0100'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0001-0020'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '2002-0100'
 --- Neighbour  0 in the list of neghbours, And at position 58 in the X datas point
 --------------
- --- Configuration:  0001-0020
+ --- Configuration:  2002-0100
  --- 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 150 in the X datas point
---------------
- --- Configuration:  0001-0220
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9243340173.405062
- --- Energy:  40.84258552984255
- --- Workload:  377523000000.0
---------------
---- Neighbour  2 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
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 81 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  0101-2020
+ --- Configuration:  2000-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  0022-0030
+ --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7249844128.351241
- --- Energy:  42.05401520354165
- --- Workload:  304885000000.0
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 16 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 18 in the X datas point
 --------------
- --- Configuration:  0000-0000
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 17 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 33 in the X datas point
 --------------
- --- Configuration:  0000-0000
+ --- Configuration:  1000-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
+ --- Energy efficiency:  997516184.7000968
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 32 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 35 in the X datas point
 --------------
- --- Configuration:  0000-0000
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  29.957415812958512
- --- Workload:  0.0
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 37 in the X datas point
 --------------
- --- Configuration:  1001-2000
+ --- Configuration:  2200-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 50 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  0001-2002
+ --- Configuration:  3000-1100
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
+ --- Energy efficiency:  6443423519.784533
+ --- Energy:  43.3608751201712
+ --- Workload:  279393000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0001-0020'
---- Neighbour  0 in the list of neghbours, And at position 32 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  29.957415812958512
- --- Workload:  0.0
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 17 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 16 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '2002-0100'
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 58 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 18 in the X datas point
 --------------
- --- Configuration:  0001-0020
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 75 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 35 in the X datas point
 --------------
- --- Configuration:  0001-0200
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 33 in the X datas point
 --------------
- --- Configuration:  1001-2000
+ --- Configuration:  1000-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Energy efficiency:  997516184.7000968
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 150 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 37 in the X datas point
 --------------
- --- Configuration:  0001-0220
+ --- Configuration:  2200-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9243340173.405062
- --- Energy:  40.84258552984255
- --- Workload:  377523000000.0
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 58 in the X datas point
 --------------
- --- Configuration:  0022-0030
+ --- Configuration:  2002-0100
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7249844128.351241
- --- Energy:  42.05401520354165
- --- Workload:  304885000000.0
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 81 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 51 in the X datas point
 --------------
- --- Configuration:  0101-2020
+ --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 50 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 50 in the X datas point
 --------------
- --- Configuration:  0001-2002
+ --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
 --------------
+--- Neighbour  8 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 75 in the X datas point
+ --- Configuration:  3000-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6443423519.784533
+ --- Energy:  43.3608751201712
+ --- Workload:  279393000000.0
 --------------
- --- Configuration:  0001-0200
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
+--- Neighbour  9 in the list of neghbours, And at position 2 in the X datas point
+--------------
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 37 in the X datas point
+--------------
+ --- Configuration:  2200-0000
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.59285860316189 mAh)  it is NOT far from the median.
----  Median :36.59285860316189,   the gap is :  10
---- So No we don't romove this configuration '0001-0020'
- --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '2000-2000'
+--- The energy of the current configuration (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
+ --- 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 
-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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '2000-2000'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0000-0001'
 --- Neighbour  0 in the list of neghbours, And at position 59 in the X datas point
 --------------
- --- Configuration:  2000-2000
+ --- Configuration:  0000-0001
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4153496621.1304984
- --- Energy:  36.241340818491324
- --- Workload:  150528000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 43 in the X datas point
---------------
- --- Configuration:  2200-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5035525633.343237
- --- Energy:  36.93355197432356
- --- Workload:  185980000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 45 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Energy efficiency:  3321398441.599851
+ --- Energy:  35.588916806469584
+ --- Workload:  118205000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 16 in the X datas point
 --------------
- --- Configuration:  2000-2200
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 74 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 17 in the X datas point
 --------------
- --- Configuration:  2002-2000
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 32 in the X datas point
 --------------
- --- Configuration:  3000-2000
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 167 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 33 in the X datas point
 --------------
- --- Configuration:  2200-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5065035050.042546
- --- Energy:  35.13598057141005
- --- Workload:  177965000000.0
+ --- Configuration:  1000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  997516184.7000968
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  3000-3000
+ --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Neighbour  8 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:  [0.83375292]
+ --- 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 41 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 36 in the X datas point
 --------------
- --- Configuration:  3300-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5026691733.102776
- --- Energy:  36.9852979298838
- --- Workload:  185914000000.0
+ --- Configuration:  1100-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  2018619748.5607243
+ --- Energy:  30.059275323795035
+ --- Workload:  60678300000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2000-2000'
+--- Neighbour  8 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  9 in the list of neghbours, And at position 54 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 '0000-0001'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
  --- Configuration:  2000-0000
@@ -15424,676 +18729,862 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.02206558996354
  --- Workload:  29457300000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 33 in the X datas point
 --------------
- --- Configuration:  3000-2000
+ --- Configuration:  1000-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Energy efficiency:  997516184.7000968
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 167 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 32 in the X datas point
 --------------
- --- Configuration:  2200-2000
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5065035050.042546
- --- Energy:  35.13598057141005
- --- Workload:  177965000000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 17 in the X datas point
 --------------
- --- Configuration:  3000-3000
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 36 in the X datas point
 --------------
- --- Configuration:  2000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4153496621.1304984
- --- Energy:  36.241340818491324
- --- Workload:  150528000000.0
+ --- Configuration:  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 43 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 16 in the X datas point
 --------------
- --- Configuration:  2200-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5035525633.343237
- --- Energy:  36.93355197432356
- --- Workload:  185980000000.0
+ --- Configuration:  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 45 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Configuration:  0000-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  3300-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5026691733.102776
- --- Energy:  36.9852979298838
- --- Workload:  185914000000.0
+ --- Configuration:  0000-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 74 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 59 in the X datas point
 --------------
- --- Configuration:  2002-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
+ --- Configuration:  0000-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3321398441.599851
+ --- Energy:  35.588916806469584
+ --- Workload:  118205000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 46 in the X datas point
 --------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Configuration:  1000-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 59 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 36 in the X datas point
 --------------
- --- Configuration:  2000-2000
- --- Energy efficiency:  4153496621.1304984
- --- Energy:  36.241340818491324
- --- Workload:  150528000000.0
+ --- 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 (36.241340818491324 mAh)  it is NOT far from the median.
----  Median :36.241340818491324,   the gap is :  10
---- So No we don't romove this configuration '2000-2000'
- --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '3000-1100'
+--- The energy of the current configuration (30.059275323795035 mAh)  it is NOT far from the median.
+---  Median :30.059275323795035,   the gap is :  10
+--- So No we don't romove this configuration '0000-0001'
+ --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '0101-0200'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-1100'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0101-0200'
 --- Neighbour  0 in the list of neghbours, And at position 60 in the X datas point
 --------------
- --- Configuration:  3000-1100
+ --- Configuration:  0101-0200
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6443423519.784533
- --- Energy:  43.3608751201712
- --- Workload:  279393000000.0
+ --- Energy efficiency:  5549420363.04308
+ --- Energy:  37.334916995372765
+ --- Workload:  207187000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 4 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 63 in the X datas point
 --------------
- --- Configuration:  3000-1110
+ --- Configuration:  0001-0200
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8096707069.234942
- --- Energy:  49.41467631934382
- --- Workload:  400095000000.0
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
---- 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 55 in the X datas point
 --------------
- --- Configuration:  3000-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
+ --- Configuration:  0000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
 --------------
---- 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 69 in the X datas point
 --------------
- --- Configuration:  3000-2200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
+ --- Configuration:  0101-2020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8367150566.874451
+ --- Energy:  43.37670883350873
+ --- Workload:  362938000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  3000-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  29.060137396486432
- --- Workload:  29553800000.0
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 13 in the X datas point
 --------------
- --- Configuration:  3000-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 16 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:  0000-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 17 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 25 in the X datas point
 --------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Configuration:  0000-3300
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 83 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 32 in the X datas point
 --------------
- --- Configuration:  3003-1101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9428892010.8998
- --- Energy:  67.46193459835338
- --- Workload:  636090000000.0
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-1100'
---- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0101-0200'
+--- Neighbour  0 in the list of neghbours, And at position 32 in the X datas point
 --------------
- --- Configuration:  3000-0000
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  29.060137396486432
- --- Workload:  29553800000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
 --------------
---- 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 17 in the X datas point
 --------------
- --- Configuration:  3000-0000
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
 --------------
---- 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 16 in the X datas point
 --------------
- --- Configuration:  3000-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 63 in the X datas point
 --------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 60 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Configuration:  0101-0200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5549420363.04308
+ --- Energy:  37.334916995372765
+ --- Workload:  207187000000.0
 --------------
---- 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 25 in the X datas point
 --------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Configuration:  0000-3300
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 55 in the X datas point
 --------------
- --- Configuration:  3000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
+ --- Configuration:  0000-2200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 60 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 69 in the X datas point
 --------------
- --- Configuration:  3000-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6443423519.784533
- --- Energy:  43.3608751201712
- --- Workload:  279393000000.0
+ --- Configuration:  0101-2020
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8367150566.874451
+ --- Energy:  43.37670883350873
+ --- Workload:  362938000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 4 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 13 in the X datas point
 --------------
- --- Configuration:  3000-1110
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8096707069.234942
- --- Energy:  49.41467631934382
- --- Workload:  400095000000.0
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 83 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  3003-1101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9428892010.8998
- --- Energy:  67.46193459835338
- --- Workload:  636090000000.0
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
 --------------
---- 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 60 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Configuration:  0101-0200
+ --- Energy efficiency:  5549420363.04308
+ --- Energy:  37.334916995372765
+ --- Workload:  207187000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.96583597689362 mAh)  it is NOT far from the median.
----  Median :36.96583597689362,   the gap is :  10
---- So No we don't romove this configuration '3000-1100'
- --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '3000-2200'
+--- The energy of the current configuration (37.334916995372765 mAh)  it is NOT far from the median.
+---  Median :37.334916995372765,   the gap is :  10
+--- So No we don't romove this configuration '0101-0200'
+ --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0]
+--- Computing the list of the 10 first neighbours of '3330-2220'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-2200'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3330-2220'
 --- Neighbour  0 in the list of neghbours, And at position 61 in the X datas point
 --------------
- --- Configuration:  3000-2200
+ --- Configuration:  3330-2220
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 30 in the X datas point
---------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 45 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 60 in the X datas point
---------------
- --- Configuration:  3000-1100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6443423519.784533
- --- Energy:  43.3608751201712
- --- Workload:  279393000000.0
---------------
---- Neighbour  4 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  5 in the list of neghbours, And at position 64 in the X datas point
---------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6473246073.976255
- --- Energy:  42.474892742303716
- --- Workload:  274951000000.0
+ --- Energy efficiency:  9229945635.620207
+ --- Energy:  51.28077619994492
+ --- Workload:  473319000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 4 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 4 in the X datas point
 --------------
  --- Configuration:  3000-1110
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  8096707069.234942
  --- Energy:  49.41467631934382
  --- Workload:  400095000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 23 in the X datas point
 --------------
- --- Configuration:  3000-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
+ --- Configuration:  3333-3300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9963434196.49885
+ --- Energy:  75.09852863759252
+ --- Workload:  748237000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 31 in the X datas point
+--- 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 31 in the X datas point
 --------------
  --- Configuration:  3000-3330
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  8224428196.629629
  --- Energy:  49.410116578739654
  --- Workload:  406369000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-2200'
---- Neighbour  0 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 41 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Configuration:  3300-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5026691733.102776
+ --- Energy:  36.9852979298838
+ --- Workload:  185914000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 49 in the X datas point
 --------------
- --- Configuration:  3000-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
+ --- Configuration:  3000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 14 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Configuration:  3303-1010
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 30 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 20 in the X datas point
 --------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 64 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3330-2220'
+--- Neighbour  0 in the list of neghbours, And at position 20 in the X datas point
 --------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6473246073.976255
- --- Energy:  42.474892742303716
- --- Workload:  274951000000.0
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 41 in the X datas point
 --------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Configuration:  3300-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5026691733.102776
+ --- Energy:  36.9852979298838
+ --- Workload:  185914000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 61 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:  [0.76130039]
+ --- Energy efficiency:  5822958761.806049
+ --- Energy:  37.40635012737015
+ --- Workload:  217816000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-2200
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  6519117311.516021
  --- Energy:  42.79271109577192
  --- Workload:  278971000000.0
 --------------
---- 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]
- --- Energy efficiency:  6443423519.784533
- --- Energy:  43.3608751201712
- --- Workload:  279393000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 31 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 31 in the X datas point
 --------------
  --- Configuration:  3000-3330
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  8224428196.629629
  --- Energy:  49.410116578739654
  --- Workload:  406369000000.0
 --------------
---- Neighbour  9 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]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  8096707069.234942
  --- Energy:  49.41467631934382
  --- Workload:  400095000000.0
 --------------
+--- Neighbour  6 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 64 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:  3000-3300
- --- Energy efficiency:  6473246073.976255
- --- Energy:  42.474892742303716
- --- Workload:  274951000000.0
+--- Neighbour  7 in the list of neghbours, And at position 3 in the X datas point
 --------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.474892742303716 mAh)  it is NOT far from the median.
----  Median :42.474892742303716,   the gap is :  10
---- So No we don't romove this configuration '3000-2200'
- --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '1000-1100'
+ --- 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 14 in the X datas point
+--------------
+ --- Configuration:  3303-1010
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
+--------------
+--- 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 31 in the X datas point
+--------------
+ --- Configuration:  3000-3330
+ --- Energy efficiency:  8224428196.629629
+ --- Energy:  49.410116578739654
+ --- Workload:  406369000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (49.410116578739654 mAh)  it is NOT far from the median.
+---  Median :49.410116578739654,   the gap is :  10
+--- So No we don't romove this configuration '3330-2220'
+ --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '2002-2000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '1000-1100'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '2002-2000'
 --- Neighbour  0 in the list of neghbours, And at position 62 in the X datas point
 --------------
- --- Configuration:  1000-1100
+ --- Configuration:  2002-2000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6448575832.027497
- --- Energy:  42.80059101405426
- --- Workload:  276003000000.0
---------------
---- Neighbour  1 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  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
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 180 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  1000-2200
+ --- Configuration:  2000-2000
  --- 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]
- --- Energy efficiency:  6501654671.113798
- --- Energy:  42.85376093977719
- --- Workload:  278621000000.0
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  1000-0000
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
+ --- 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  3 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  1100-1000
+ --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5947637003.818383
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -16101,959 +19592,1263 @@ 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  5 in the list of neghbours, And at position 68 in the X datas point
 --------------
- --- Configuration:  0000-1000
+ --- Configuration:  2002-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- Energy efficiency:  8795770993.306417
+ --- Energy:  48.71596839606954
+ --- Workload:  428493000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 29 in the X datas point
 --------------
- --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
+ --- Configuration:  3000-3000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
---- 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
+--- Neighbour  7 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  1000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 175 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 41 in the X datas point
 --------------
- --- Configuration:  1000-0100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4407169583.478402
- --- Energy:  34.828482821374045
- --- Workload:  153495000000.0
+ --- Configuration:  3300-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5026691733.102776
+ --- Energy:  36.9852979298838
+ --- Workload:  185914000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  0000-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- Configuration:  3000-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 42 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '2002-2000'
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  1100-1000
+ --- 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 29 in the X datas point
+--------------
+ --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5947637003.818383
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 46 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  1000-1000
+ --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4062233415.93208
- --- Energy:  36.86022362180361
- --- Workload:  149735000000.0
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 180 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  1000-2200
+ --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6563747111.951271
- --- Energy:  40.76551455796704
- --- Workload:  267574000000.0
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  0000-2200
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  2000-2200
+ --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 41 in the X datas point
 --------------
- --- Configuration:  1000-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6448575832.027497
- --- Energy:  42.80059101405426
- --- Workload:  276003000000.0
+ --- Configuration:  3300-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5026691733.102776
+ --- Energy:  36.9852979298838
+ --- Workload:  185914000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 7 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 62 in the X datas point
 --------------
- --- Configuration:  1000-1010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6501654671.113798
- --- Energy:  42.85376093977719
- --- Workload:  278621000000.0
+ --- Configuration:  2002-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
+--- Neighbour  8 in the list of neghbours, And at position 51 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 46 in the X datas point
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
 --------------
- --- Configuration:  1000-1000
- --- Energy efficiency:  4062233415.93208
- --- Energy:  36.86022362180361
- --- Workload:  149735000000.0
+--- Neighbour  9 in the list of neghbours, And at position 68 in the X datas point
 --------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.86022362180361 mAh)  it is NOT far from the median.
----  Median :36.86022362180361,   the gap is :  10
---- So No we don't romove this configuration '1000-1100'
- --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '2000-2200'
+ --- Configuration:  2002-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8795770993.306417
+ --- Energy:  48.71596839606954
+ --- Workload:  428493000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 43 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (36.93355197432356 mAh)  it is NOT far from the median.
+---  Median :36.93355197432356,   the gap is :  10
+--- So No we don't romove this configuration '2002-2000'
+ --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '0001-0200'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '2000-2200'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0001-0200'
 --- Neighbour  0 in the list of neghbours, And at position 63 in the X datas point
 --------------
- --- Configuration:  2000-2200
+ --- Configuration:  0001-0200
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 60 in the X datas point
 --------------
- --- Configuration:  2000-2000
+ --- Configuration:  0101-0200
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4153496621.1304984
- --- Energy:  36.241340818491324
- --- Workload:  150528000000.0
+ --- Energy efficiency:  5549420363.04308
+ --- Energy:  37.334916995372765
+ --- Workload:  207187000000.0
 --------------
---- 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 55 in the X datas point
 --------------
- --- Configuration:  3000-2200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
+ --- Configuration:  0000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 180 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 13 in the X datas point
 --------------
- --- Configuration:  1000-2200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6563747111.951271
- --- Energy:  40.76551455796704
- --- Workload:  267574000000.0
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 30 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 16 in the X datas point
 --------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
---- 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 17 in the X datas point
 --------------
- --- Configuration:  2200-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5035525633.343237
- --- Energy:  36.93355197432356
- --- Workload:  185980000000.0
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 25 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Configuration:  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 60 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 32 in the X datas point
 --------------
- --- Configuration:  3000-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6443423519.784533
- --- Energy:  43.3608751201712
- --- Workload:  279393000000.0
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  1000-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6448575832.027497
- --- Energy:  42.80059101405426
- --- Workload:  276003000000.0
+ --- Configuration:  0000-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 56 in the X datas point
 --------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6473246073.976255
- --- Energy:  42.474892742303716
- --- Workload:  274951000000.0
+ --- Configuration:  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 '2000-2200'
---- Neighbour  0 in the list of neghbours, And at position 59 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0001-0200'
+--- Neighbour  0 in the list of neghbours, And at position 32 in the X datas point
 --------------
- --- Configuration:  2000-2000
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4153496621.1304984
- --- Energy:  36.241340818491324
- --- Workload:  150528000000.0
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 43 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 17 in the X datas point
 --------------
- --- Configuration:  2200-2000
+ --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5035525633.343237
- --- Energy:  36.93355197432356
- --- Workload:  185980000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 45 in the X datas point
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+--- Neighbour  2 in the list of neghbours, And at position 16 in the X datas point
 --------------
---- Neighbour  3 in the list of neghbours, And at position 180 in the X datas point
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
- --- Configuration:  1000-2200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6563747111.951271
- --- Energy:  40.76551455796704
- --- Workload:  267574000000.0
+--- Neighbour  3 in the list of neghbours, And at position 54 in the X datas point
 --------------
---- Neighbour  4 in the list of neghbours, And at position 30 in the X datas point
+ --- Configuration:  0000-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
+--- Neighbour  4 in the list of neghbours, And at position 63 in the X datas point
 --------------
---- Neighbour  5 in the list of neghbours, And at position 64 in the X datas point
+ --- Configuration:  0001-0200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6473246073.976255
- --- Energy:  42.474892742303716
- --- Workload:  274951000000.0
+--- Neighbour  5 in the list of neghbours, And at position 60 in the X datas point
 --------------
---- Neighbour  6 in the list of neghbours, And at position 63 in the X datas point
+ --- Configuration:  0101-0200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5549420363.04308
+ --- Energy:  37.334916995372765
+ --- Workload:  207187000000.0
 --------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+--- 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 61 in the X datas point
+ --- Configuration:  0000-3300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
 --------------
- --- Configuration:  3000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
+--- Neighbour  7 in the list of neghbours, And at position 55 in the X datas point
 --------------
---- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
+ --- Configuration:  0000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
 --------------
- --- Configuration:  1000-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6448575832.027497
- --- Energy:  42.80059101405426
- --- Workload:  276003000000.0
+--- 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 60 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:  3000-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6443423519.784533
- --- Energy:  43.3608751201712
- --- Workload:  279393000000.0
+--- Neighbour  9 in the list of neghbours, And at position 56 in the X datas point
 --------------
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
 --------------
---- Median at position 4 in the list of neghbours, And at position 30 in the X datas point
 --------------
- --- Configuration:  3000-3300
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
+--- Median at position 4 in the list of neghbours, And at position 63 in the X datas point
+--------------
+ --- Configuration:  0001-0200
+ --- Energy efficiency:  4385426351.149858
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.19510352720739 mAh)  it is NOT far from the median.
----  Median :42.19510352720739,   the gap is :  10
---- So No we don't romove this configuration '2000-2200'
- --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '3000-3300'
+--- The energy of the current configuration (36.59285860316189 mAh)  it is NOT far from the median.
+---  Median :36.59285860316189,   the gap is :  10
+--- So No we don't romove this configuration '0001-0200'
+ --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0]
+--- Computing the list of the 10 first neighbours of '0220-0020'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
---------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 64 in the X datas point
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0220-0020'
+--- Neighbour  0 in the list of neghbours, And at position 64 in the X datas point
 --------------
- --- Configuration:  3000-3300
+ --- Configuration:  0220-0020
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6473246073.976255
- --- Energy:  42.474892742303716
- --- Workload:  274951000000.0
+ --- Energy efficiency:  5040602049.508794
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 66 in the X datas point
 --------------
- --- Configuration:  3000-3000
+ --- Configuration:  0110-0020
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
+ --- Energy efficiency:  5821399464.43125
+ --- Energy:  36.31061849927073
+ --- Workload:  211379000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 31 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 6 in the X datas point
 --------------
- --- Configuration:  3000-3330
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8224428196.629629
- --- Energy:  49.410116578739654
- --- Workload:  406369000000.0
+ --- Configuration:  0020-0010
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  3000-2200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
+ --- Configuration:  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 27 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 12 in the X datas point
 --------------
- --- Configuration:  3300-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5072151352.996373
- --- Energy:  36.711179058531826
- --- Workload:  186205000000.0
+ --- Configuration:  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 45 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 39 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 75 in the X datas point
 --------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  30.63396781022152
+ --- Workload:  91642100000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 76 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Configuration:  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 110 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  3003-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9353836943.914392
- --- Energy:  65.99051868650201
- --- Workload:  617264000000.0
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-3300'
---- Neighbour  0 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 29 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0220-0020'
+--- Neighbour  0 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  3000-3000
+ --- Configuration:  0030-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 27 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 39 in the X datas point
 --------------
- --- Configuration:  3300-3000
+ --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5072151352.996373
- --- Energy:  36.711179058531826
- --- Workload:  186205000000.0
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 75 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  30.63396781022152
+ --- Workload:  91642100000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 30 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 66 in the X datas point
 --------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
+ --- Configuration:  0110-0020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5821399464.43125
+ --- Energy:  36.31061849927073
+ --- Workload:  211379000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 64 in the X datas point
 --------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6473246073.976255
- --- Energy:  42.474892742303716
- --- Workload:  274951000000.0
+ --- Configuration:  0220-0020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5040602049.508794
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 6 in the X datas point
 --------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Configuration:  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 61 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 12 in the X datas point
 --------------
- --- Configuration:  3000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 31 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  3000-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8224428196.629629
- --- Energy:  49.410116578739654
- --- Workload:  406369000000.0
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 110 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 76 in the X datas point
 --------------
- --- Configuration:  3003-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9353836943.914392
- --- Energy:  65.99051868650201
- --- Workload:  617264000000.0
+ --- Configuration:  2020-0022
+ --- Distance from that configuration:  [0.69514393]
+ --- 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
 --------------
---- Median at position 4 in the list of neghbours, And at position 30 in the X datas point
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
 --------------
- --- Configuration:  3000-3300
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
+--------------
+--- Median at position 4 in the list of neghbours, And at position 64 in the X datas point
+--------------
+ --- 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 (42.19510352720739 mAh)  it is NOT far from the median.
----  Median :42.19510352720739,   the gap is :  10
---- So No we don't romove this configuration '3000-3300'
- --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '0000-1000'
+--- The energy of the current configuration (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 '0220-0020'
+ --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '0303-1000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-1000'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0303-1000'
 --- Neighbour  0 in the list of neghbours, And at position 65 in the X datas point
 --------------
- --- Configuration:  0000-1000
+ --- Configuration:  0303-1000
  --- 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 16 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- 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:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 32 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  29.957415812958512
- --- Workload:  0.0
+ --- Energy efficiency:  6928278461.367919
+ --- Energy:  53.6166443408558
+ --- Workload:  371471000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 46 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 0 in the X datas point
 --------------
- --- Configuration:  1000-1000
+ --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4062233415.93208
- --- Energy:  36.86022362180361
- --- Workload:  149735000000.0
+ --- Energy efficiency:  8236960890.90969
+ --- Energy:  61.00540758755291
+ --- Workload:  502499000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  0000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
+ --- Configuration:  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 7 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 14 in the X datas point
 --------------
- --- Configuration:  1000-1010
+ --- Configuration:  3303-1010
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6501654671.113798
- --- Energy:  42.85376093977719
- --- Workload:  278621000000.0
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  1000-0000
+ --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 42 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 40 in the X datas point
 --------------
- --- Configuration:  1100-1000
+ --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5947637003.818383
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 70 in the X datas point
 --------------
- --- Configuration:  1000-1100
+ --- Configuration:  0202-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6448575832.027497
- --- Energy:  42.80059101405426
- --- Workload:  276003000000.0
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-1000'
---- Neighbour  0 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  1000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 32 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 19 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  29.957415812958512
- --- Workload:  0.0
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 17 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 21 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 16 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0303-1000'
+--- Neighbour  0 in the list of neghbours, And at position 19 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 40 in the X datas point
 --------------
- --- Configuration:  0000-2000
+ --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 70 in the X datas point
 --------------
- --- Configuration:  0000-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- Configuration:  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 42 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  1100-1000
+ --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5947637003.818383
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 46 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 65 in the X datas point
 --------------
- --- Configuration:  1000-1000
+ --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4062233415.93208
- --- Energy:  36.86022362180361
- --- Workload:  149735000000.0
+ --- Energy efficiency:  6928278461.367919
+ --- Energy:  53.6166443408558
+ --- Workload:  371471000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  1000-1100
+ --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6448575832.027497
- --- Energy:  42.80059101405426
- --- Workload:  276003000000.0
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 7 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 21 in the X datas point
 --------------
- --- Configuration:  1000-1010
+ --- Configuration:  3333-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6501654671.113798
- --- Energy:  42.85376093977719
- --- Workload:  278621000000.0
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
 --------------
+--- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 66 in the X datas point
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
- --- Configuration:  0000-2000
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
+--- 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]
+ --- Energy efficiency:  8236960890.90969
+ --- 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 65 in the X datas point
+--------------
+ --- 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 (35.40657570372512 mAh)  it is NOT far from the median.
----  Median :35.40657570372512,   the gap is :  10
---- So No we don't romove this configuration '0000-1000'
- --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '0000-2000'
+--- The energy of the current configuration (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 '0303-1000'
+ --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0]
+--- Computing the list of the 10 first neighbours of '0110-0020'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-2000'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0110-0020'
 --- Neighbour  0 in the list of neghbours, And at position 66 in the X datas point
 --------------
- --- Configuration:  0000-2000
+ --- Configuration:  0110-0020
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
+ --- Energy efficiency:  5821399464.43125
+ --- Energy:  36.31061849927073
+ --- Workload:  211379000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 24 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 64 in the X datas point
 --------------
- --- Configuration:  0000-3000
+ --- Configuration:  0220-0020
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3307720550.5370083
- --- Energy:  35.59789292409111
- --- Workload:  117748000000.0
+ --- Energy efficiency:  5040602049.508794
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 6 in the X datas point
 --------------
- --- Configuration:  0000-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- Configuration:  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 38 in the X datas point
 --------------
---- Neighbour  3 in the list of neghbours, And at position 67 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:  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 69 in the X datas point
 --------------
---- Neighbour  4 in the list of neghbours, And at position 16 in the X datas point
+ --- Configuration:  0101-2020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8367150566.874451
+ --- Energy:  43.37670883350873
+ --- Workload:  362938000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 3 in the X datas point
+--------------
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 12 in the X datas point
+--------------
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 16 in the X datas point
 --------------
  --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.69514393]
  --- 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
+--- Neighbour  8 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:  [0.69514393]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  30.027102694886654
  --- Workload:  0.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 25 in the X datas point
---------------
- --- Configuration:  0000-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5789616901.049658
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
---------------
---- Neighbour  7 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:  [0.83375292]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  29.957415812958512
  --- Workload:  0.0
 --------------
---- 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 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-2000'
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0110-0020'
 --- Neighbour  0 in the list of neghbours, And at position 32 in the X datas point
 --------------
  --- Configuration:  0000-0000
@@ -17073,730 +20868,932 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  2 in the list of neghbours, And at position 16 in the X datas point
 --------------
  --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 38 in the X datas point
 --------------
- --- Configuration:  0000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
+ --- Configuration:  1110-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  2905397356.669485
+ --- Energy:  30.668041259477853
+ --- Workload:  89102900000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 66 in the X datas point
 --------------
- --- Configuration:  0000-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- Configuration:  0110-0020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5821399464.43125
+ --- Energy:  36.31061849927073
+ --- Workload:  211379000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 24 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 64 in the X datas point
 --------------
- --- Configuration:  0000-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3307720550.5370083
- --- Energy:  35.59789292409111
- --- Workload:  117748000000.0
+ --- Configuration:  0220-0020
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5040602049.508794
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 46 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 6 in the X datas point
 --------------
- --- Configuration:  1000-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4062233415.93208
- --- Energy:  36.86022362180361
- --- Workload:  149735000000.0
+ --- Configuration:  0020-0010
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 12 in the X datas point
 --------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 25 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 69 in the X datas point
 --------------
- --- Configuration:  0000-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5789616901.049658
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
+ --- Configuration:  0101-2020
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8367150566.874451
+ --- Energy:  43.37670883350873
+ --- Workload:  362938000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 65 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 66 in the X datas point
 --------------
- --- Configuration:  0000-1000
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- Configuration:  0110-0020
+ --- Energy efficiency:  5821399464.43125
+ --- Energy:  36.31061849927073
+ --- Workload:  211379000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (35.44774676664167 mAh)  it is NOT far from the median.
----  Median :35.44774676664167,   the gap is :  10
---- So No we don't romove this configuration '0000-2000'
- --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0000-2200'
+--- The energy of the current configuration (36.31061849927073 mAh)  it is NOT far from the median.
+---  Median :36.31061849927073,   the gap is :  10
+--- So No we don't romove this configuration '0110-0020'
+ --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '0030-2000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-2200'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0030-2000'
 --- Neighbour  0 in the list of neghbours, And at position 67 in the X datas point
 --------------
- --- Configuration:  0000-2200
+ --- Configuration:  0030-2000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 25 in the X datas point
---------------
- --- Configuration:  0000-3300
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5789616901.049658
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
---------------
---- 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]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
---------------
---- 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
+ --- Energy efficiency:  4809102669.532892
+ --- Energy:  35.93660318178646
+ --- Workload:  172823000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 9 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 1 in the X datas point
 --------------
- --- Configuration:  0010-3300
+ --- Configuration:  0033-3000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6532788063.289651
- --- Energy:  42.64544340651106
- --- Workload:  278594000000.0
+ --- Energy efficiency:  6957102505.948323
+ --- Energy:  53.35616382684589
+ --- Workload:  371205000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 24 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  0000-3000
+ --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3307720550.5370083
- --- Energy:  35.59789292409111
- --- Workload:  117748000000.0
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  0000-3330
+ --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7665772326.561901
- --- Energy:  48.682465076838824
- --- Workload:  373189000000.0
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 28 in the X datas point
 --------------
- --- Configuration:  1000-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6448575832.027497
- --- Energy:  42.80059101405426
- --- Workload:  276003000000.0
+ --- Configuration:  3330-3000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5822958761.806049
+ --- Energy:  37.40635012737015
+ --- Workload:  217816000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 29 in the X datas point
 --------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Configuration:  3000-3000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 41 in the X datas point
 --------------
- --- Configuration:  0000-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- Configuration:  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 '0000-2200'
---- Neighbour  0 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  0000-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
+ --- Configuration:  3000-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  0000-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 24 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 49 in the X datas point
 --------------
- --- Configuration:  0000-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3307720550.5370083
- --- Energy:  35.59789292409111
- --- Workload:  117748000000.0
+ --- Configuration:  3000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 180 in the X datas point
+--- 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
 --------------
- --- Configuration:  1000-2200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6563747111.951271
- --- Energy:  40.76551455796704
- --- Workload:  267574000000.0
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 25 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 67 in the X datas point
 --------------
- --- Configuration:  0000-3300
+ --- Configuration:  0030-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5789616901.049658
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
+ --- Energy efficiency:  4809102669.532892
+ --- Energy:  35.93660318178646
+ --- Workload:  172823000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 29 in the X datas point
 --------------
- --- Configuration:  0000-2200
+ --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
+ --- Energy efficiency:  4149980287.5936337
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  2000-2200
+ --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 9 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  0010-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6532788063.289651
- --- Energy:  42.64544340651106
- --- Workload:  278594000000.0
+ --- Configuration:  3000-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  1000-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6448575832.027497
- --- Energy:  42.80059101405426
- --- Workload:  276003000000.0
+ --- Configuration:  3000-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 41 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:  3300-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5026691733.102776
+ --- Energy:  36.9852979298838
+ --- Workload:  185914000000.0
 --------------
+--- Neighbour  7 in the list of neghbours, And at position 28 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 25 in the X datas point
+ --- Configuration:  3330-3000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5822958761.806049
+ --- Energy:  37.40635012737015
+ --- Workload:  217816000000.0
 --------------
- --- Configuration:  0000-3300
- --- Energy efficiency:  5789616901.049658
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
+--- Neighbour  8 in the list of neghbours, And at position 49 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  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 44 in the X datas point
+--------------
+ --- Configuration:  3000-1000
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.05795824330537 mAh)  it is NOT far from the median.
----  Median :42.05795824330537,   the gap is :  10
---- So No we don't romove this configuration '0000-2200'
- --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '1001-2220'
+--- The energy of the current configuration (36.46450751429702 mAh)  it is NOT far from the median.
+---  Median :36.46450751429702,   the gap is :  10
+--- So No we don't romove this configuration '0030-2000'
+ --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1]
+--- Computing the list of the 10 first neighbours of '2002-1001'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '1001-2220'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '2002-1001'
 --- Neighbour  0 in the list of neghbours, And at position 68 in the X datas point
 --------------
- --- Configuration:  1001-2220
+ --- Configuration:  2002-1001
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9166575000.916658
- --- Energy:  50.735447078258076
- --- Workload:  465069000000.0
+ --- Energy efficiency:  8795770993.306417
+ --- Energy:  48.71596839606954
+ --- Workload:  428493000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  1001-2000
+ --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 57 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 62 in the X datas point
 --------------
- --- Configuration:  0101-2220
+ --- Configuration:  2002-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 97 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 70 in the X datas point
 --------------
- --- Configuration:  1011-3330
+ --- Configuration:  0202-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10000990098.019703
- --- Energy:  50.66357196918862
- --- Workload:  506686000000.0
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 107 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 71 in the X datas point
 --------------
- --- Configuration:  1011-2200
+ --- Configuration:  3003-1101
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8782098570.274353
- --- Energy:  43.085080854083536
- --- Workload:  378377000000.0
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 150 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  0001-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9243340173.405062
- --- Energy:  40.84258552984255
- --- Workload:  377523000000.0
+ --- Configuration:  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 180 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  1000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6563747111.951271
- --- Energy:  40.76551455796704
- --- Workload:  267574000000.0
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 196 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  1011-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10558457958.332102
- --- Energy:  49.51707772839275
- --- Workload:  522824000000.0
+ --- Configuration:  3000-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
---- 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 46 in the X datas point
 --------------
- --- Configuration:  1000-1010
+ --- Configuration:  1000-1000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6501654671.113798
- --- Energy:  42.85376093977719
- --- Workload:  278621000000.0
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  0000-3330
+ --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7665772326.561901
- --- Energy:  48.682465076838824
- --- Workload:  373189000000.0
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '1001-2220'
---- Neighbour  0 in the list of neghbours, And at position 47 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '2002-1001'
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  1001-2000
+ --- Configuration:  2000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 180 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  1000-2200
+ --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6563747111.951271
- --- Energy:  40.76551455796704
- --- Workload:  267574000000.0
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 150 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  0001-0220
+ --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9243340173.405062
- --- Energy:  40.84258552984255
- --- Workload:  377523000000.0
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 7 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 46 in the X datas point
 --------------
- --- Configuration:  1000-1010
+ --- Configuration:  1000-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6501654671.113798
- --- Energy:  42.85376093977719
- --- Workload:  278621000000.0
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 107 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 62 in the X datas point
 --------------
- --- Configuration:  1011-2200
+ --- Configuration:  2002-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8782098570.274353
- --- Energy:  43.085080854083536
- --- Workload:  378377000000.0
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 68 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:  2002-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8795770993.306417
+ --- Energy:  48.71596839606954
+ --- Workload:  428493000000.0
 --------------
---- 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 70 in the X datas point
 --------------
- --- Configuration:  0101-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
+ --- Configuration:  0202-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 196 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  1011-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10558457958.332102
- --- Energy:  49.51707772839275
- --- Workload:  522824000000.0
+ --- Configuration:  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 97 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  1011-3330
+ --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10000990098.019703
- --- Energy:  50.66357196918862
- --- Workload:  506686000000.0
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 68 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 71 in the X datas point
 --------------
- --- Configuration:  1001-2220
+ --- Configuration:  3003-1101
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9166575000.916658
- --- Energy:  50.735447078258076
- --- Workload:  465069000000.0
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 107 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 62 in the X datas point
 --------------
- --- Configuration:  1011-2200
- --- Energy efficiency:  8782098570.274353
- --- Energy:  43.085080854083536
- --- Workload:  378377000000.0
+ --- Configuration:  2002-2000
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (43.085080854083536 mAh)  it is NOT far from the median.
----  Median :43.085080854083536,   the gap is :  10
---- So No we don't romove this configuration '1001-2220'
- --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0200-1100'
+--- The energy of the current configuration (41.829225389075674 mAh)  it is NOT far from the median.
+---  Median :41.829225389075674,   the gap is :  10
+--- So No we don't romove this configuration '2002-1001'
+ --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0]
+--- Computing the list of the 10 first neighbours of '0101-2020'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0200-1100'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0101-2020'
 --- Neighbour  0 in the list of neghbours, And at position 69 in the X datas point
 --------------
- --- Configuration:  0200-1100
+ --- Configuration:  0101-2020
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6540008502.011052
- --- Energy:  42.722378810206706
- --- Workload:  279405000000.0
+ --- Energy efficiency:  8367150566.874451
+ --- Energy:  43.37670883350873
+ --- Workload:  362938000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 112 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
+ --- Configuration:  0000-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
---- 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 56 in the X datas point
 --------------
- --- Configuration:  0020-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 164 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 60 in the X datas point
 --------------
- --- Configuration:  2200-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5023055826.242454
- --- Energy:  35.164198939696966
- --- Workload:  176632000000.0
+ --- Configuration:  0101-0200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5549420363.04308
+ --- Energy:  37.334916995372765
+ --- Workload:  207187000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 66 in the X datas point
 --------------
- --- Configuration:  0303-0100
+ --- Configuration:  0110-0020
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
+ --- Energy efficiency:  5821399464.43125
+ --- Energy:  36.31061849927073
+ --- Workload:  211379000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 37 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 7 in the X datas point
 --------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
+ --- Configuration:  1000-1010
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6501654671.113798
+ --- Energy:  42.85376093977719
+ --- Workload:  278621000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 24 in the X datas point
 --------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
+ --- Configuration:  0000-3000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  3307720550.5370083
+ --- Energy:  35.59789292409111
+ --- Workload:  117748000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 26 in the X datas point
+--------------
+ --- Configuration:  0000-3330
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7665772326.561901
+ --- Energy:  48.682465076838824
+ --- Workload:  373189000000.0
 --------------
---- 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:  [0.76130039]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  5947637003.818383
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  5035525633.343237
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
---- 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 '0200-1100'
---- Neighbour  0 in the list of neghbours, And at position 37 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0101-2020'
+--- Neighbour  0 in the list of neghbours, And at position 54 in the X datas point
 --------------
- --- Configuration:  2200-0000
+ --- Configuration:  0000-2000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
 --------------
---- 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 24 in the X datas point
 --------------
- --- Configuration:  2200-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5023055826.242454
- --- Energy:  35.164198939696966
- --- Workload:  176632000000.0
+ --- Configuration:  0000-3000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3307720550.5370083
+ --- Energy:  35.59789292409111
+ --- Workload:  117748000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 112 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 66 in the X datas point
 --------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
+ --- Configuration:  0110-0020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5821399464.43125
+ --- Energy:  36.31061849927073
+ --- Workload:  211379000000.0
 --------------
 --- 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:  [0.76130039]
  --- Energy efficiency:  5947637003.818383
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 40 in the X datas point
---------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 43 in the X datas point
+--- 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]
@@ -17804,33163 +21801,2981 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 121 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 60 in the X datas point
 --------------
- --- Configuration:  0020-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
+ --- Configuration:  0101-0200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5549420363.04308
+ --- Energy:  37.334916995372765
+ --- Workload:  207187000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 7 in the X datas point
+--------------
+ --- Configuration:  1000-1010
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6501654671.113798
+ --- Energy:  42.85376093977719
+ --- Workload:  278621000000.0
 --------------
 --- 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]
- --- Energy efficiency:  6540008502.011052
- --- Energy:  42.722378810206706
- --- Workload:  279405000000.0
+ --- Configuration:  0101-2020
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8367150566.874451
+ --- Energy:  43.37670883350873
+ --- Workload:  362938000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 60 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 26 in the X datas point
 --------------
- --- Configuration:  3000-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6443423519.784533
- --- Energy:  43.3608751201712
- --- Workload:  279393000000.0
+ --- Configuration:  0000-3330
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7665772326.561901
+ --- Energy:  48.682465076838824
+ --- Workload:  373189000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 56 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:  1001-2220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 40 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  3300-1000
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
+ --- Configuration:  2200-2000
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.78276420172299 mAh)  it is NOT far from the median.
----  Median :36.78276420172299,   the gap is :  10
---- So No we don't romove this configuration '0200-1100'
- --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '2002-0100'
+--- The energy of the current configuration (36.93355197432356 mAh)  it is NOT far from the median.
+---  Median :36.93355197432356,   the gap is :  10
+--- So No we don't romove this configuration '0101-2020'
+ --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]
+--- Computing the list of the 10 first neighbours of '0202-1001'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '2002-0100'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0202-1001'
 --- Neighbour  0 in the list of neghbours, And at position 70 in the X datas point
 --------------
- --- Configuration:  2002-0100
+ --- Configuration:  0202-1001
  --- 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 55 in the X datas point
---------------
- --- Configuration:  2002-0101
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  2000-0000
+ --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 91 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 65 in the X datas point
 --------------
- --- Configuration:  1011-0100
+ --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6807769026.0124855
- --- Energy:  36.74164741869377
- --- Workload:  250128000000.0
+ --- Energy efficiency:  6928278461.367919
+ --- Energy:  53.6166443408558
+ --- Workload:  371471000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 143 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 68 in the X datas point
 --------------
- --- Configuration:  2002-0010
+ --- Configuration:  2002-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7393168712.11001
- --- Energy:  41.1753628489377
- --- Workload:  304417000000.0
+ --- Energy efficiency:  8795770993.306417
+ --- Energy:  48.71596839606954
+ --- Workload:  428493000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 175 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 72 in the X datas point
 --------------
- --- Configuration:  1000-0100
+ --- Configuration:  0220-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4407169583.478402
- --- Energy:  34.828482821374045
- --- Workload:  153495000000.0
+ --- Energy efficiency:  7282684688.88371
+ --- Energy:  43.18443043197562
+ --- Workload:  314499000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 188 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 0 in the X datas point
 --------------
- --- Configuration:  3033-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8513391564.931638
- --- Energy:  58.43142458623579
- --- Workload:  497450000000.0
+ --- Configuration:  0303-1010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8236960890.90969
+ --- Energy:  61.00540758755291
+ --- Workload:  502499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 195 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  1011-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6759862639.591164
- --- Energy:  36.90475887640218
- --- Workload:  249471000000.0
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 57 in the X datas point
+--------------
+ --- Configuration:  0200-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6540008502.011052
+ --- Energy:  42.722378810206706
+ --- Workload:  279405000000.0
 --------------
 --- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  6956231392.081026
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 14 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:  3303-1010
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2002-0100'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0202-1001'
+--- Neighbour  0 in the list of neghbours, And at position 57 in the X datas point
 --------------
- --- Configuration:  2000-0000
+ --- Configuration:  0200-1100
  --- 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 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
+ --- Energy efficiency:  6540008502.011052
+ --- Energy:  42.722378810206706
+ --- Workload:  279405000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 175 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 72 in the X datas point
 --------------
- --- Configuration:  1000-0100
+ --- Configuration:  0220-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4407169583.478402
- --- Energy:  34.828482821374045
- --- Workload:  153495000000.0
+ --- Energy efficiency:  7282684688.88371
+ --- Energy:  43.18443043197562
+ --- Workload:  314499000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 91 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 68 in the X datas point
 --------------
- --- Configuration:  1011-0100
+ --- Configuration:  2002-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6807769026.0124855
- --- Energy:  36.74164741869377
- --- Workload:  250128000000.0
+ --- Energy efficiency:  8795770993.306417
+ --- Energy:  48.71596839606954
+ --- Workload:  428493000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 195 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 70 in the X datas point
 --------------
- --- Configuration:  1011-0100
+ --- Configuration:  0202-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6759862639.591164
- --- Energy:  36.90475887640218
- --- Workload:  249471000000.0
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 143 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  2002-0010
+ --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7393168712.11001
- --- Energy:  41.1753628489377
- --- Workload:  304417000000.0
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 70 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 65 in the X datas point
 --------------
- --- Configuration:  2002-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7245431755.278297
- --- Energy:  42.016301664202444
- --- Workload:  304426000000.0
+ --- Configuration:  0303-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6928278461.367919
+ --- Energy:  53.6166443408558
+ --- Workload:  371471000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  2002-0101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
+ --- Configuration:  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 2 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  0303-0100
+ --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 188 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 0 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:  0303-1010
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8236960890.90969
+ --- 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:  [0.69514393]
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 195 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  1011-0100
- --- Energy efficiency:  6759862639.591164
- --- Energy:  36.90475887640218
- --- Workload:  249471000000.0
+ --- 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 (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'
+--- 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 '0202-1001'
+ --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 1, 0.0, 1, 1, 0, 1]
+--- Computing the list of the 10 first neighbours of '3003-1101'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-0001'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3003-1101'
 --- Neighbour  0 in the list of neghbours, And at position 71 in the X datas point
 --------------
- --- Configuration:  0000-0001
+ --- Configuration:  3003-1101
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3321398441.599851
- --- Energy:  35.588916806469584
- --- Workload:  118205000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 16 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- 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:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 32 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  29.957415812958512
- --- Workload:  0.0
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  1000-0000
+ --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  0000-1000
+ --- Configuration:  3000-1100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- Energy efficiency:  6443423519.784533
+ --- Energy:  43.3608751201712
+ --- Workload:  279393000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 99 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 68 in the X datas point
 --------------
- --- Configuration:  0010-0101
+ --- Configuration:  2002-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
+ --- Energy efficiency:  8795770993.306417
+ --- Energy:  48.71596839606954
+ --- Workload:  428493000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 141 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 4 in the X datas point
 --------------
- --- Configuration:  0010-0011
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6634071263.19351
- --- Energy:  41.98663362868059
- --- Workload:  278542000000.0
+ --- Configuration:  3000-1110
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  2000-0000
+ --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 36 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  1100-0000
+ --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  2018619748.5607243
- --- Energy:  30.059275323795035
- --- Workload:  60678300000.0
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-0001'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 49 in the X datas point
 --------------
- --- Configuration:  2000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
+ --- Configuration:  3000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 58 in the X datas point
 --------------
- --- Configuration:  1000-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 32 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 73 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  29.957415812958512
- --- Workload:  0.0
+ --- Configuration:  3003-0002
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7595205906.032112
+ --- Energy:  65.80063109114849
+ --- Workload:  499771000000.0
 --------------
---- Neighbour  3 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 '3003-1101'
+--- Neighbour  0 in the list of neghbours, And at position 44 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
+ --- Configuration:  3000-1000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 36 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 58 in the X datas point
 --------------
- --- Configuration:  1100-0000
+ --- Configuration:  2002-0100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2018619748.5607243
- --- Energy:  30.059275323795035
- --- Workload:  60678300000.0
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 16 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 49 in the X datas point
 --------------
- --- Configuration:  0000-0000
+ --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  0000-1000
+ --- Configuration:  3000-1100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- Energy efficiency:  6443423519.784533
+ --- Energy:  43.3608751201712
+ --- Workload:  279393000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 71 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 68 in the X datas point
 --------------
- --- Configuration:  0000-0001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3321398441.599851
- --- Energy:  35.588916806469584
- --- Workload:  118205000000.0
+ --- Configuration:  2002-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8795770993.306417
+ --- Energy:  48.71596839606954
+ --- Workload:  428493000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 4 in the X datas point
+--------------
+ --- Configuration:  3000-1110
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 99 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  0010-0101
+ --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 141 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  0010-0011
+ --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6634071263.19351
- --- Energy:  41.98663362868059
- --- Workload:  278542000000.0
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
+--- Neighbour  8 in the list of neghbours, And at position 73 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 36 in the X datas point
+ --- Configuration:  3003-0002
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7595205906.032112
+ --- Energy:  65.80063109114849
+ --- Workload:  499771000000.0
 --------------
- --- Configuration:  1100-0000
- --- Energy efficiency:  2018619748.5607243
- --- Energy:  30.059275323795035
- --- Workload:  60678300000.0
+--- Neighbour  9 in the list of neghbours, And at position 71 in the X datas point
+--------------
+ --- Configuration:  3003-1101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 68 in the X datas point
+--------------
+ --- 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 (30.059275323795035 mAh)  it is NOT far from the median.
----  Median :30.059275323795035,   the gap is :  10
---- So No we don't romove this configuration '0000-0001'
- --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0101-0200'
+--- The energy of the current configuration (67.46193459835338 mAh)  is far from the median.
+---  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]
+--- Computing the list of the 10 first neighbours of '0220-1001'
 *** 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. 0. 0. ... 1. 1. 1.]
- [1. 0. 1. ... 0. 0. 0.]
- [2. 0. 1. ... 0. 0. 1.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0101-0200'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0220-1001'
 --- Neighbour  0 in the list of neghbours, And at position 72 in the X datas point
 --------------
- --- Configuration:  0101-0200
+ --- Configuration:  0220-1001
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
+ --- Energy efficiency:  7282684688.88371
+ --- Energy:  43.18443043197562
+ --- Workload:  314499000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 75 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 70 in the X datas point
 --------------
- --- Configuration:  0001-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
+ --- Configuration:  0202-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 94 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 39 in the X datas point
 --------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 131 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 57 in the X datas point
 --------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
+ --- Configuration:  0200-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6540008502.011052
+ --- Energy:  42.722378810206706
+ --- Workload:  279405000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 162 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 75 in the X datas point
 --------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  30.63396781022152
+ --- Workload:  91642100000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 52 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  1101-0202
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9914340101.522842
- --- Energy:  65.015157087009
- --- Workload:  644582000000.0
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
---- 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 6 in the X datas point
 --------------
- --- Configuration:  0101-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
+ --- Configuration:  0020-0010
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 93 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 8 in the X datas point
 --------------
- --- Configuration:  0101-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 150 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  0001-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9243340173.405062
- --- Energy:  40.84258552984255
- --- Workload:  377523000000.0
+ --- Configuration:  0003-1001
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 20 in the X datas point
 --------------
- --- Configuration:  0111-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0101-0200'
---- Neighbour  0 in the list of neghbours, And at position 162 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0220-1001'
+--- Neighbour  0 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  0100-0200
+ --- Configuration:  0030-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
---- 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 39 in the X datas point
 --------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
 --------------
 --- Neighbour  2 in the list of neghbours, And at position 75 in the X datas point
 --------------
- --- Configuration:  0001-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  30.63396781022152
+ --- Workload:  91642100000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 72 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 20 in the X datas point
 --------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 6 in the X datas point
 --------------
- --- Configuration:  0111-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
+ --- Configuration:  0020-0010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 131 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 57 in the X datas point
 --------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
+ --- Configuration:  0200-1100
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6540008502.011052
+ --- Energy:  42.722378810206706
+ --- Workload:  279405000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 150 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 72 in the X datas point
 --------------
- --- Configuration:  0001-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9243340173.405062
- --- Energy:  40.84258552984255
- --- Workload:  377523000000.0
+ --- Configuration:  0220-1001
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7282684688.88371
+ --- Energy:  43.18443043197562
+ --- Workload:  314499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 93 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 70 in the X datas point
 --------------
- --- Configuration:  0101-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
+ --- Configuration:  0202-1001
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 57 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  0101-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
+ --- Configuration:  0003-1001
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 52 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
 --------------
- --- Configuration:  1101-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9914340101.522842
- --- Energy:  65.015157087009
- --- Workload:  644582000000.0
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
 --------------
 --------------
---- 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 6 in the X datas point
 --------------
- --- Configuration:  0111-0000
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
+ --- 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 (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 '0101-0200'
- --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '3330-2220'
+--- The energy of the current configuration (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 '0220-1001'
+ --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1]
+--- Computing the list of the 10 first neighbours of '3003-0002'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '3330-2220'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3003-0002'
 --- Neighbour  0 in the list of neghbours, And at position 73 in the X datas point
 --------------
- --- Configuration:  3330-2220
+ --- Configuration:  3003-0002
  --- 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 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
+ --- Energy efficiency:  7595205906.032112
+ --- Energy:  65.80063109114849
+ --- Workload:  499771000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 106 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  3330-2202
+ --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10286076355.602003
- --- Energy:  84.88778487940925
- --- Workload:  873162000000.0
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 113 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
+ --- Configuration:  0003-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 3 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 18 in the X datas point
 --------------
- --- Configuration:  2222-0220
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 4 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 35 in the X datas point
 --------------
- --- Configuration:  3000-1110
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8096707069.234942
- --- Energy:  49.41467631934382
- --- Workload:  400095000000.0
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 23 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  3333-3300
+ --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 28 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 62 in the X datas point
 --------------
- --- Configuration:  3330-3000
+ --- Configuration:  2002-2000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 31 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 68 in the X datas point
 --------------
- --- Configuration:  3000-3330
+ --- Configuration:  2002-1001
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8224428196.629629
- --- Energy:  49.410116578739654
- --- Workload:  406369000000.0
+ --- Energy efficiency:  8795770993.306417
+ --- Energy:  48.71596839606954
+ --- Workload:  428493000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 71 in the X datas point
 --------------
- --- Configuration:  3300-2000
+ --- Configuration:  3003-1101
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5026691733.102776
- --- Energy:  36.9852979298838
- --- Workload:  185914000000.0
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-2220'
---- Neighbour  0 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 19 in the X datas point
 --------------
- --- Configuration:  3300-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5026691733.102776
- --- Energy:  36.9852979298838
- --- Workload:  185914000000.0
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 28 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3003-0002'
+--- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
 --------------
- --- Configuration:  3330-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 113 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 35 in the X datas point
 --------------
- --- Configuration:  2220-3330
+ --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 31 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 19 in the X datas point
 --------------
- --- Configuration:  3000-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8224428196.629629
- --- Energy:  49.410116578739654
- --- Workload:  406369000000.0
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 4 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 45 in the X datas point
 --------------
- --- Configuration:  3000-1110
+ --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8096707069.234942
- --- Energy:  49.41467631934382
- --- Workload:  400095000000.0
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 115 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 62 in the X datas point
 --------------
- --- Configuration:  2220-2220
+ --- Configuration:  2002-2000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 73 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 68 in the X datas point
 --------------
- --- Configuration:  3330-2220
+ --- Configuration:  2002-1001
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9229945635.620207
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
+ --- Energy efficiency:  8795770993.306417
+ --- Energy:  48.71596839606954
+ --- Workload:  428493000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 3 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  2222-0220
+ --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 23 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  3333-3300
+ --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 106 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 73 in the X datas point
 --------------
- --- Configuration:  3330-2202
+ --- Configuration:  3003-0002
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10286076355.602003
- --- Energy:  84.88778487940925
- --- Workload:  873162000000.0
+ --- Energy efficiency:  7595205906.032112
+ --- Energy:  65.80063109114849
+ --- Workload:  499771000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 71 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 4 in the X datas point
+ --- Configuration:  3003-1101
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
 --------------
- --- Configuration:  3000-1110
- --- Energy efficiency:  8096707069.234942
- --- Energy:  49.41467631934382
- --- Workload:  400095000000.0
+--------------
+--- Median at position 4 in the list of neghbours, And at position 62 in the X datas point
+--------------
+ --- Configuration:  2002-2000
+ --- Energy efficiency:  7263008047.412917
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (49.41467631934382 mAh)  it is NOT far from the median.
----  Median :49.41467631934382,   the gap is :  10
---- So No we don't romove this configuration '3330-2220'
- --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '2002-2000'
+--- The energy of the current configuration (65.80063109114849 mAh)  is far from the median.
+---  Median :41.829225389075674,   the gap is :  10
+--- So yes we remove this configuration '3003-0002'
+--- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1] is  an abberant point. we don't add it
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1]
+--- Computing the list of the 10 first neighbours of '1111-0101'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '2002-2000'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1111-0101'
 --- Neighbour  0 in the list of neghbours, And at position 74 in the X datas point
 --------------
- --- Configuration:  2002-2000
+ --- Configuration:  1111-0101
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
+ --- Energy efficiency:  9080672696.233337
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 10 in the X datas point
 --------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
 --------------
---- 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 38 in the X datas point
 --------------
- --- Configuration:  2000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4153496621.1304984
- --- Energy:  36.241340818491324
- --- Workload:  150528000000.0
+ --- Configuration:  1110-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  2905397356.669485
+ --- Energy:  30.668041259477853
+ --- Workload:  89102900000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 43 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  2200-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5035525633.343237
- --- Energy:  36.93355197432356
- --- Workload:  185980000000.0
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 13 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
 --------------
---- 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 36 in the X datas point
 --------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Configuration:  1100-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  2018619748.5607243
+ --- Energy:  30.059275323795035
+ --- Workload:  60678300000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 80 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 39 in the X datas point
 --------------
- --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 95 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 58 in the X datas point
 --------------
- --- Configuration:  1101-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6788174999.151478
- --- Energy:  36.70897651674008
- --- Workload:  249187000000.0
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 60 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Configuration:  0101-0200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5549420363.04308
+ --- Energy:  37.334916995372765
+ --- Workload:  207187000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 116 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 75 in the X datas point
 --------------
- --- Configuration:  0002-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5449442794.474265
- --- Energy:  38.132247384977575
- --- Workload:  207799000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  30.63396781022152
+ --- Workload:  91642100000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2002-2000'
---- Neighbour  0 in the list of neghbours, And at position 104 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1111-0101'
+--- Neighbour  0 in the list of neghbours, And at position 36 in the X datas point
 --------------
- --- Configuration:  3000-2000
+ --- Configuration:  1100-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
+ --- Energy efficiency:  2018619748.5607243
+ --- Energy:  30.059275323795035
+ --- Workload:  60678300000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 39 in the X datas point
 --------------
- --- Configuration:  2000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4153496621.1304984
- --- Energy:  36.241340818491324
- --- Workload:  150528000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 95 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 75 in the X datas point
 --------------
- --- Configuration:  1101-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6788174999.151478
- --- Energy:  36.70897651674008
- --- Workload:  249187000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  30.63396781022152
+ --- Workload:  91642100000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 43 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 38 in the X datas point
 --------------
- --- Configuration:  2200-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5035525633.343237
- --- Energy:  36.93355197432356
- --- Workload:  185980000000.0
+ --- Configuration:  1110-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  2905397356.669485
+ --- Energy:  30.668041259477853
+ --- Workload:  89102900000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 60 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Configuration:  0101-0200
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5549420363.04308
+ --- Energy:  37.334916995372765
+ --- Workload:  207187000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 116 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 58 in the X datas point
 --------------
- --- Configuration:  0002-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5449442794.474265
- --- Energy:  38.132247384977575
- --- Workload:  207799000000.0
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 13 in the X datas point
 --------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
 --------------
 --- Neighbour  7 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
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9080672696.233337
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 10 in the X datas point
 --------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 80 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
 --------------
---- 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 60 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Configuration:  0101-0200
+ --- Energy efficiency:  5549420363.04308
+ --- Energy:  37.334916995372765
+ --- Workload:  207187000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.96583597689362 mAh)  it is NOT far from the median.
----  Median :36.96583597689362,   the gap is :  10
---- So No we don't romove this configuration '2002-2000'
- --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0001-0200'
+--- The energy of the current configuration (37.334916995372765 mAh)  it is NOT far from the median.
+---  Median :37.334916995372765,   the gap is :  10
+--- So No we don't romove this configuration '1111-0101'
+ --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '2220-0000'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [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
+--- 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
 --------------
- --- Configuration:  0001-0200
+ --- Configuration:  2220-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 72 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 75 in the X datas point
 --------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  30.63396781022152
+ --- Workload:  91642100000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 150 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 20 in the X datas point
 --------------
- --- Configuration:  0001-0220
+ --- Configuration:  3330-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9243340173.405062
- --- Energy:  40.84258552984255
- --- Workload:  377523000000.0
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 58 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 37 in the X datas point
 --------------
- --- Configuration:  0001-0020
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
+ --- Configuration:  2200-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 38 in the X datas point
 --------------
- --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
+ --- Configuration:  1110-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  2905397356.669485
+ --- Energy:  30.668041259477853
+ --- Workload:  89102900000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 89 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 19 in the X datas point
 --------------
- --- Configuration:  0011-2200
+ --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 94 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 21 in the X datas point
 --------------
- --- Configuration:  0100-0200
+ --- Configuration:  3333-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 131 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  0202-0200
+ --- Configuration:  2000-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 162 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 36 in the X datas point
 --------------
- --- Configuration:  0100-0200
+ --- Configuration:  1100-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
+ --- Energy efficiency:  2018619748.5607243
+ --- Energy:  30.059275323795035
+ --- Workload:  60678300000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  0011-1100
+ --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0001-0200'
---- Neighbour  0 in the list of neghbours, And at position 162 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '2220-0000'
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  0100-0200
+ --- Configuration:  2000-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
 --------------
---- 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 5 in the X datas point
 --------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 58 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 36 in the X datas point
 --------------
- --- Configuration:  0001-0020
+ --- Configuration:  1100-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
+ --- Energy efficiency:  2018619748.5607243
+ --- Energy:  30.059275323795035
+ --- Workload:  60678300000.0
 --------------
---- 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 37 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:  2200-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 72 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 19 in the X datas point
 --------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 131 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 39 in the X datas point
 --------------
- --- Configuration:  0202-0200
+ --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 150 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 75 in the X datas point
 --------------
- --- Configuration:  0001-0220
+ --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9243340173.405062
- --- Energy:  40.84258552984255
- --- Workload:  377523000000.0
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  30.63396781022152
+ --- Workload:  91642100000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 89 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 38 in the X datas point
 --------------
- --- Configuration:  0011-2200
+ --- Configuration:  1110-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
+ --- Energy efficiency:  2905397356.669485
+ --- Energy:  30.668041259477853
+ --- Workload:  89102900000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 20 in the X datas point
 --------------
- --- Configuration:  0000-2200
+ --- Configuration:  3330-0000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 21 in the X datas point
 --------------
- --- Configuration:  0011-1100
+ --- Configuration:  3333-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 72 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 19 in the X datas point
 --------------
- --- Configuration:  0101-0200
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
+ --- 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 (37.334916995372765 mAh)  it is NOT far from the median.
----  Median :37.334916995372765,   the gap is :  10
---- So No we don't romove this configuration '0001-0200'
- --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '0220-0020'
+--- The energy of the current configuration (30.277288658122774 mAh)  it is NOT far from the median.
+---  Median :30.277288658122774,   the gap is :  10
+--- So No we don't romove this configuration '2220-0000'
+ --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1]
+--- Computing the list of the 10 first neighbours of '2020-0022'
 *** 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.]]
+X =  [[2. 0. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
+ [1. 1. 1. 1. 1. 1. 0. 1. 1. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 1. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 1. 0.]
+ [1. 0. 0. 1. 0. 1. 0. 1. 0. 1.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
+ [2. 0. 0. 0. 1. 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. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 1. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 1. 1. 1. 1. 1. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 0. 0. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 1. 0. 1. 0.]
+ [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 0. 1. 1. 0. 1.]
+ [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 1. 1. 0. 0. 0. 1.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [1. 1. 0. 1. 0. 1. 0. 0. 1. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.63473642]
-  [0.63473642]
-  [0.83375292]]
+  [0.40289032]
+  [0.57957828]
+  [0.48322508]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
-  [0.48322508]
-  [0.69514393]
+  [0.30672056]
+  [0.44123317]
   [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
-  [0.57957828]
-  [0.57957828]
-  [0.76130039]]
+  [0.52921334]
+  [0.63473642]
+  [0.44123317]]
 
  ...
 
- [[0.63473642]
-  [0.48322508]
-  [0.57957828]
+ [[0.40289032]
+  [0.30672056]
+  [0.52921334]
   ...
   [1.        ]
-  [0.57957828]
-  [0.63473642]]
-
- [[0.63473642]
   [0.69514393]
-  [0.57957828]
+  [0.57957828]]
+
+ [[0.57957828]
+  [0.44123317]
+  [0.63473642]
   ...
-  [0.57957828]
+  [0.69514393]
   [1.        ]
-  [0.63473642]]
+  [0.69514393]]
 
- [[0.83375292]
+ [[0.48322508]
   [0.52921334]
-  [0.76130039]
+  [0.44123317]
   ...
-  [0.63473642]
-  [0.63473642]
+  [0.57957828]
+  [0.69514393]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '0220-0020'
+--- Ordered by distance, Printing the list of the 10 first neighbours of '2020-0022'
 --- Neighbour  0 in the list of neghbours, And at position 76 in the X datas point
 --------------
- --- Configuration:  0220-0020
+ --- Configuration:  2020-0022
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 78 in the X datas point
---------------
- --- Configuration:  0110-0020
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5821399464.43125
- --- Energy:  36.31061849927073
- --- Workload:  211379000000.0
+ --- Energy efficiency:  8754497623.153894
+ --- Energy:  65.93701913313123
+ --- Workload:  577244000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 6 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 6 in the X datas point
 --------------
  --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.83375292]
+ --- 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 100 in the X datas point
---------------
- --- Configuration:  0110-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
---------------
---- 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]
- --- Energy efficiency:  3751444306.0578322
- --- Energy:  34.495214714826176
- --- Workload:  129407000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 153 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 8 in the X datas point
 --------------
- --- Configuration:  0220-2022
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10070047248.66169
- --- Energy:  83.48428558869355
- --- Workload:  840691000000.0
+ --- Configuration:  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 200 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 64 in the X datas point
 --------------
- --- Configuration:  0220-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5281811027.365063
- --- Energy:  35.274079340197716
- --- Workload:  186311000000.0
+ --- Configuration:  0220-0020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5040602049.508794
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 3 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- 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
+--- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  7249844128.351241
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 39 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3029054692.61153
- --- Energy:  30.508250558695604
- --- Workload:  92411200000.0
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
 --------------
---- 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
+--- Neighbour  7 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  3029054692.61153
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 145 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 47 in the X datas point
 --------------
- --- Configuration:  0200-0010
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3751444306.0578322
- --- Energy:  34.495214714826176
- --- Workload:  129407000000.0
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 200 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 66 in the X datas point
 --------------
- --- Configuration:  0220-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5281811027.365063
- --- Energy:  35.274079340197716
- --- Workload:  186311000000.0
+ --- Configuration:  0110-0020
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  5821399464.43125
+ --- Energy:  36.31061849927073
+ --- Workload:  211379000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 100 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '2020-0022'
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
- --- Configuration:  0110-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
+ --- Configuration:  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 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
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 47 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  4 in the list of neghbours, And at position 78 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 66 in the X datas point
 --------------
  --- Configuration:  0110-0020
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  5821399464.43125
  --- Energy:  36.31061849927073
  --- Workload:  211379000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 76 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 64 in the X datas point
 --------------
  --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  5040602049.508794
  --- Energy:  36.67117347490831
  --- Workload:  184845000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 6 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 6 in the X datas point
 --------------
  --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  3998672440.749671
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 12 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  7249844128.351241
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 3 in the X datas point
+--- 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]
+ --- Distance from that configuration:  [0.69514393]
  --- Energy efficiency:  11285968381.230984
  --- Energy:  54.74622776577034
  --- Workload:  617864000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 153 in the X datas point
---------------
- --- Configuration:  0220-2022
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10070047248.66169
- --- Energy:  83.48428558869355
- --- Workload:  840691000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 78 in the X datas point
---------------
- --- Configuration:  0110-0020
- --- Energy efficiency:  5821399464.43125
- --- Energy:  36.31061849927073
- --- Workload:  211379000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.31061849927073 mAh)  it is NOT far from the median.
----  Median :36.31061849927073,   the gap is :  10
---- So No we don't romove this configuration '0220-0020'
- --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '0303-1000'
-*** 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 '0303-1000'
---- Neighbour  0 in the list of neghbours, And at position 77 in the X datas point
---------------
- --- Configuration:  0303-1000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6928278461.367919
- --- Energy:  53.6166443408558
- --- Workload:  371471000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 0 in the X datas point
---------------
- --- Configuration:  0303-1010
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8236960890.90969
- --- Energy:  61.00540758755291
- --- Workload:  502499000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 76 in the X datas point
 --------------
- --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
+ --- Configuration:  2020-0022
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8754497623.153894
+ --- Energy:  65.93701913313123
+ --- Workload:  577244000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 201 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
 --------------
- --- Configuration:  0303-1001
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8479966080.135679
- --- Energy:  59.193870361299275
- --- Workload:  501963000000.0
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
 --------------
---- 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
+--- Median at position 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 14 in the X datas point
+ --- 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 (65.93701913313123 mAh)  is far from the median.
+---  Median :36.67117347490831,   the gap is :  10
+--- So yes we remove this configuration '2020-0022'
+--- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1] is  an abberant point. we don't add it
+--- remove_aberrant_points: Printing all 14 removed points 
+ --- Configuration:  0033-3000
+ --- Energy:  53.35616382684589
+ --- Configuration:  2222-0220
+ --- Energy:  54.74622776577034
+ --- Configuration:  3000-1110
+ --- Energy:  49.41467631934382
+ --- Configuration:  1000-1010
+ --- Energy:  42.85376093977719
+ --- Configuration:  0020-0202
+ --- Energy:  66.44909360627778
+ --- Configuration:  0011-0111
+ --- Energy:  50.74428137607953
  --- Configuration:  3303-1010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9340120487.55429
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 15 in the X datas point
---------------
- --- Configuration:  0003-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
---- 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 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  9 in the list of neghbours, And at position 161 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
---------------
---- 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
---------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
---------------
---- 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 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  3 in the list of neghbours, And at position 161 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
---------------
---- 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 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  6 in the list of neghbours, And at position 15 in the X datas point
---------------
- --- Configuration:  0003-1001
- --- 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 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 0 in the X datas point
---------------
- --- 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 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 2 in the X datas point
---------------
- --- 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 (53.38267358149647 mAh)  it is NOT far from the median.
----  Median :53.38267358149647,   the gap is :  10
---- So No we don't romove this configuration '0303-1000'
- --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '0110-0020'
-*** 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 '0110-0020'
---- 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 76 in the X datas point
---------------
- --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 100 in the X datas point
---------------
- --- Configuration:  0110-0010
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
---------------
---- Neighbour  3 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  4 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  5 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
---------------
---- 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]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
---------------
---- Neighbour  7 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  8 in the list of neghbours, And at position 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8367150566.874451
- --- 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 '0110-0020'
---- Neighbour  0 in the list of neghbours, And at position 38 in the X datas point
---------------
- --- Configuration:  1110-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 151 in the X datas point
---------------
- --- Configuration:  1100-0020
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5236287472.182222
- --- Energy:  35.478097414979636
- --- Workload:  185774000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 58 in the X datas point
---------------
- --- Configuration:  0001-0020
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
---------------
---- 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]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
---------------
---- 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 76 in the X datas point
---------------
- --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
---- Neighbour  7 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  8 in the list of neghbours, And at position 48 in the X datas point
---------------
- --- Configuration:  0111-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
---------------
---- 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]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 100 in the X datas point
---------------
- --- 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 (35.648662348871625 mAh)  it is NOT far from the median.
----  Median :35.648662348871625,   the gap is :  10
---- So No we don't romove this configuration '0110-0020'
- --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '0030-2000'
-*** 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 '0030-2000'
---- Neighbour  0 in the list of neghbours, And at position 79 in the X datas point
---------------
- --- Configuration:  0030-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4809102669.532892
- --- Energy:  35.93660318178646
- --- Workload:  172823000000.0
---------------
---- 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 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]
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 5 in the X datas point
---------------
- --- Configuration:  0030-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
---------------
---- 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]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
---------------
---- 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]
- --- Energy efficiency:  8336042547.16116
- --- Energy:  59.96771726749321
- --- Workload:  499893000000.0
---------------
---- 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]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- 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]
- --- Energy efficiency:  8823477508.95583
- --- Energy:  65.30338482528335
- --- Workload:  576204000000.0
---------------
---- Neighbour  9 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
---------------
---- 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
---------------
- --- 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 104 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 200 in the X datas point
---------------
- --- Configuration:  0220-2000
- --- Distance from that configuration:  [0.91310072]
- --- 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]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- 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 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  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 1 in the X datas point
---------------
- --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.83375292]
- --- 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:  [0.83375292]
- --- Energy efficiency:  8336042547.16116
- --- Energy:  59.96771726749321
- --- Workload:  499893000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 138 in the X datas point
---------------
- --- Configuration:  3030-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8823477508.95583
- --- Energy:  65.30338482528335
- --- Workload:  576204000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 79 in the X datas point
---------------
- --- 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 (35.93660318178646 mAh)  it is NOT far from the median.
----  Median :35.93660318178646,   the gap is :  10
---- So No we don't romove this configuration '0030-2000'
- --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '2002-1001'
-*** 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 '2002-1001'
---- Neighbour  0 in the list of neghbours, And at position 80 in the X datas point
---------------
- --- Configuration:  2002-1001
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 125 in the X datas point
---------------
- --- Configuration:  2022-1001
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  10534122128.398308
- --- Energy:  50.34000387088341
- --- Workload:  530288000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 156 in the X datas point
---------------
- --- Configuration:  2000-1001
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6591219177.81132
- --- Energy:  41.03159908655608
- --- Workload:  270449000000.0
---------------
---- 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]
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
---- 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 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  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 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 118 in the X datas point
---------------
- --- Configuration:  1001-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
---------------
---- 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 '2002-1001'
---- Neighbour  0 in the list of neghbours, And at position 156 in the X datas point
---------------
- --- Configuration:  2000-1001
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6591219177.81132
- --- Energy:  41.03159908655608
- --- Workload:  270449000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 74 in the X datas point
---------------
- --- Configuration:  2002-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 55 in the X datas point
---------------
- --- Configuration:  2002-0101
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 80 in the X datas point
---------------
- --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
---------------
---- Neighbour  4 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  5 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  6 in the list of neghbours, And at position 15 in the X datas point
---------------
- --- Configuration:  0003-1001
- --- 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
---------------
- --- 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 118 in the X datas point
---------------
- --- Configuration:  1001-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
---------------
---- Neighbour  9 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 82 in the X datas point
---------------
- --- Configuration:  0202-1001
- --- Energy efficiency:  8895689149.038376
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
---------------
---- 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
---- So No we don't romove this configuration '2002-1001'
- --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '0101-2020'
-*** 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 '0101-2020'
---- Neighbour  0 in the list of neghbours, And at position 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 57 in the X datas point
---------------
- --- Configuration:  0101-2220
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 58 in the X datas point
---------------
- --- Configuration:  0001-0020
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
---------------
---- Neighbour  3 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  4 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  5 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  6 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  7 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
---------------
---- 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 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0101-2020'
---- Neighbour  0 in the list of neghbours, And at position 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 58 in the X datas point
---------------
- --- Configuration:  0001-0020
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 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  3 in the list of neghbours, And at position 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Neighbour  4 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  5 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  6 in the list of neghbours, And at position 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- 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]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
---------------
---- 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 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 123 in the X datas point
---------------
- --- Configuration:  0111-2000
- --- Energy efficiency:  6681499595.769274
- --- Energy:  37.38840673928198
- --- Workload:  249811000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (37.38840673928198 mAh)  it is NOT far from the median.
----  Median :37.38840673928198,   the gap is :  10
---- So No we don't romove this configuration '0101-2020'
- --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '0202-1001'
-*** 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 '0202-1001'
---- Neighbour  0 in the list of neghbours, And at position 82 in the X datas point
---------------
- --- Configuration:  0202-1001
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8895689149.038376
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
---------------
---- 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]
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
---- 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]
- --- Energy efficiency:  6928278461.367919
- --- Energy:  53.6166443408558
- --- Workload:  371471000000.0
---------------
---- 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]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
---------------
---- 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]
- --- Energy efficiency:  7282684688.88371
- --- Energy:  43.18443043197562
- --- Workload:  314499000000.0
---------------
---- 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]
- --- Energy efficiency:  8236960890.90969
- --- Energy:  61.00540758755291
- --- Workload:  502499000000.0
---------------
---- 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 '0202-1001'
---- 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 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:  [0.91310072]
- --- Energy efficiency:  7282684688.88371
- --- Energy:  43.18443043197562
- --- Workload:  314499000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 80 in the X datas point
---------------
- --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
---------------
---- Neighbour  4 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  5 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  6 in the list of neghbours, And at position 15 in the X datas point
---------------
- --- Configuration:  0003-1001
- --- 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 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]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- 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 82 in the X datas point
---------------
- --- Configuration:  0202-1001
- --- Energy efficiency:  8895689149.038376
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
---------------
---- 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
---- So No we don't romove this configuration '0202-1001'
- --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 1, 0.0, 1, 1, 0, 1]
---- Computing the list of the 10 first neighbours of '3003-1101'
-*** 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 '3003-1101'
---- Neighbour  0 in the list of neghbours, And at position 83 in the X datas point
---------------
- --- Configuration:  3003-1101
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9428892010.8998
- --- Energy:  67.46193459835338
- --- Workload:  636090000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 15 in the X datas point
---------------
- --- Configuration:  0003-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
---- 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 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  4 in the list of neghbours, And at position 80 in the X datas point
---------------
- --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
---------------
---- Neighbour  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 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]
- --- Energy efficiency:  8096707069.234942
- --- Energy:  49.41467631934382
- --- Workload:  400095000000.0
---------------
---- 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]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- 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 '3003-1101'
---- 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 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  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 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]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
---------------
---- 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 15 in the X datas point
---------------
- --- Configuration:  0003-1001
- --- 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
---------------
- --- Configuration:  3303-0001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- Neighbour  8 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  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 80 in the X datas point
---------------
- --- 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 :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]
---- Computing the list of the 10 first neighbours of '0220-1001'
-*** 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. 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 '0220-1001'
---- Neighbour  0 in the list of neghbours, And at position 84 in the X datas point
---------------
- --- Configuration:  0220-1001
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7282684688.88371
- --- Energy:  43.18443043197562
- --- Workload:  314499000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 105 in the X datas point
---------------
- --- Configuration:  0110-1001
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7487495881.877265
- --- Energy:  41.820066635010036
- --- Workload:  313127000000.0
---------------
---- 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 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  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]
- --- Energy efficiency:  3029054692.61153
- --- Energy:  30.508250558695604
- --- Workload:  92411200000.0
---------------
---- 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]
- --- Energy efficiency:  6540008502.011052
- --- Energy:  42.722378810206706
- --- Workload:  279405000000.0
---------------
---- 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]
- --- Energy efficiency:  2991522026.5766816
- --- Energy:  30.63396781022152
- --- Workload:  91642100000.0
---------------
---- 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]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- 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
---------------
- --- Configuration:  2220-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3029054692.61153
- --- 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 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]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- 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 69 in the X datas point
---------------
- --- Configuration:  0200-1100
- --- 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 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]
- --- Energy efficiency:  7282684688.88371
- --- Energy:  43.18443043197562
- --- Workload:  314499000000.0
---------------
---- 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]
- --- Energy efficiency:  8895689149.038376
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 153 in the X datas point
---------------
- --- Configuration:  0220-2022
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10070047248.66169
- --- Energy:  83.48428558869355
- --- Workload:  840691000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 105 in the X datas point
---------------
- --- 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 (41.820066635010036 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]
---- Computing the list of the 10 first neighbours of '3003-0002'
-*** 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 '3003-0002'
---- Neighbour  0 in the list of neghbours, And at position 85 in the X datas point
---------------
- --- Configuration:  3003-0002
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7595205906.032112
- --- Energy:  65.80063109114849
- --- Workload:  499771000000.0
---------------
---- 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 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  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 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]
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
---- 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]
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  29.060137396486432
- --- Workload:  29553800000.0
---------------
---- 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]
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 45 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
---------------
---- 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]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
---------------
---- 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
---------------
- --- Configuration:  3000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  29.060137396486432
- --- Workload:  29553800000.0
---------------
---- Neighbour  1 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  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]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
---------------
---- 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 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 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  7 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  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 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
---------------
---------------
---- 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 (65.80063109114849 mAh)  is far from the median.
----  Median :45.78293727571249,   the gap is :  10
---- So yes we remove this configuration '3003-0002'
---- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1]
---- Computing the list of the 10 first neighbours of '1111-0101'
-*** 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 '1111-0101'
---- Neighbour  0 in the list of neghbours, And at position 86 in the X datas point
---------------
- --- Configuration:  1111-0101
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9080672696.233337
- --- Energy:  45.44863666563364
- --- Workload:  412706000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 128 in the X datas point
---------------
- --- Configuration:  1111-0101
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8622547962.923044
- --- Energy:  48.5763010995366
- --- Workload:  418853000000.0
---------------
---- Neighbour  2 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  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 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]
- --- Energy efficiency:  8964027358.211496
- --- Energy:  50.74428137607953
- --- Workload:  454872000000.0
---------------
---- 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]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 48 in the X datas point
---------------
- --- Configuration:  0111-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
---------------
---- 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]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
---------------
---- 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
---------------
- --- Configuration:  1110-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
---------------
---- Neighbour  1 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  2 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  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]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
---------------
---- 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 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 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  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 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
---------------
---------------
---- 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 '1111-0101'
- --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '2220-0000'
-*** 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 '2220-0000'
---- Neighbour  0 in the list of neghbours, And at position 39 in the X datas point
---------------
- --- Configuration:  2220-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3029054692.61153
- --- 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:  [1.]
- --- Energy efficiency:  2991522026.5766816
- --- Energy:  30.63396781022152
- --- Workload:  91642100000.0
---------------
---- 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 37 in the X datas point
---------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 38 in the X datas point
---------------
- --- Configuration:  1110-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 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 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  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 '2220-0000'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
---------------
- --- Configuration:  2000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
---------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
---------------
---- Neighbour  2 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  3 in the list of neghbours, And at position 37 in the X datas point
---------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 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  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 87 in the X datas point
---------------
- --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2991522026.5766816
- --- Energy:  30.63396781022152
- --- Workload:  91642100000.0
---------------
---- Neighbour  7 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  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 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 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 '2220-0000'
- --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1]
---- Computing the list of the 10 first neighbours of '2020-0022'
-*** 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 '2020-0022'
---- Neighbour  0 in the list of neghbours, And at position 88 in the X datas point
---------------
- --- Configuration:  2020-0022
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8754497623.153894
- --- Energy:  65.93701913313123
- --- Workload:  577244000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 136 in the X datas point
---------------
- --- Configuration:  2000-0022
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8308684236.764266
- --- Energy:  64.3370683100252
- --- Workload:  534556000000.0
---------------
---- 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 158 in the X datas point
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- 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]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- 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 76 in the X datas point
---------------
- --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
---- Neighbour  7 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
---------------
---- Neighbour  8 in the list of neghbours, And at position 138 in the X datas point
---------------
- --- Configuration:  3030-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8823477508.95583
- --- Energy:  65.30338482528335
- --- Workload:  576204000000.0
---------------
---- 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 '2020-0022'
---- Neighbour  0 in the list of neghbours, And at position 158 in the X datas point
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 76 in the X datas point
---------------
- --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
---- 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]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- Neighbour  3 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  4 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  5 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  6 in the list of neghbours, And at position 136 in the X datas point
---------------
- --- Configuration:  2000-0022
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8308684236.764266
- --- Energy:  64.3370683100252
- --- Workload:  534556000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 138 in the X datas point
---------------
- --- Configuration:  3030-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8823477508.95583
- --- Energy:  65.30338482528335
- --- Workload:  576204000000.0
---------------
---- 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 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 141 in the X datas point
---------------
- --- Configuration:  0010-0011
- --- Energy efficiency:  6634071263.19351
- --- Energy:  41.98663362868059
- --- Workload:  278542000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (65.93701913313123 mAh)  is far from the median.
----  Median :41.98663362868059,   the gap is :  10
---- So yes we remove this configuration '2020-0022'
---- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0011-2200'
-*** 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 '0011-2200'
---- Neighbour  0 in the list of neghbours, And at position 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 13 in the X datas point
---------------
- --- Configuration:  0011-1100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
---------------
---- Neighbour  2 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  3 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  4 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  5 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
---------------
---- Neighbour  6 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  7 in the list of neghbours, And at position 120 in the X datas point
---------------
- --- Configuration:  2022-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10578920865.440357
- --- Energy:  50.18755172966964
- --- Workload:  530930000000.0
---------------
---- Neighbour  8 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  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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0011-2200'
---- 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 75 in the X datas point
---------------
- --- Configuration:  0001-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 123 in the X datas point
---------------
- --- Configuration:  0111-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6681499595.769274
- --- Energy:  37.38840673928198
- --- Workload:  249811000000.0
---------------
---- 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]
- --- Energy efficiency:  5789616901.049658
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
---- 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 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  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 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  9 in the list of neghbours, And at position 120 in the X datas point
---------------
- --- Configuration:  2022-2200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10578920865.440357
- --- Energy:  50.18755172966964
- --- Workload:  530930000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.07381484773657 mAh)  it is NOT far from the median.
----  Median :42.07381484773657,   the gap is :  10
---- So No we don't romove this configuration '0011-2200'
- --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '2222-2200'
-*** 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 '2222-2200'
---- Neighbour  0 in the list of neghbours, And at position 90 in the X datas point
---------------
- --- Configuration:  2222-2200
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  11468876336.840899
- --- Energy:  53.84120579706395
- --- Workload:  617498000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 120 in the X datas point
---------------
- --- Configuration:  2022-2200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  10578920865.440357
- --- Energy:  50.18755172966964
- --- Workload:  530930000000.0
---------------
---- 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]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 23 in the X datas point
---------------
- --- Configuration:  3333-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---- 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 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 160 in the X datas point
---------------
- --- Configuration:  0222-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
---------------
---- 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]
- --- Energy efficiency:  9400881802.713095
- --- Energy:  66.34289826476824
- --- Workload:  623684000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 43 in the X datas point
---------------
- --- Configuration:  2200-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5035525633.343237
- --- Energy:  36.93355197432356
- --- Workload:  185980000000.0
---------------
---- 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
---------------
- --- 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 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  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
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- 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]
- --- Energy efficiency:  10578920865.440357
- --- Energy:  50.18755172966964
- --- Workload:  530930000000.0
---------------
---- Neighbour  5 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  6 in the list of neghbours, And at position 3 in the X datas point
---------------
- --- Configuration:  2222-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 160 in the X datas point
---------------
- --- Configuration:  0222-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
---------------
---- 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]
- --- 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:  [0.76130039]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 120 in the X datas point
---------------
- --- Configuration:  2022-2200
- --- Energy efficiency:  10578920865.440357
- --- Energy:  50.18755172966964
- --- Workload:  530930000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (50.18755172966964 mAh)  it is NOT far from the median.
----  Median :50.18755172966964,   the gap is :  10
---- So No we don't romove this configuration '2222-2200'
- --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '1011-0100'
-*** 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  [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0033-2200'
-*** 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 '0033-2200'
---- Neighbour  0 in the list of neghbours, And at position 92 in the X datas point
---------------
- --- Configuration:  0033-2200
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8336042547.16116
- --- Energy:  59.96771726749321
- --- Workload:  499893000000.0
---------------
---- 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]
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
---- 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]
- --- Energy efficiency:  4809102669.532892
- --- Energy:  35.93660318178646
- --- Workload:  172823000000.0
---------------
---- 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]
- --- Energy efficiency:  10578920865.440357
- --- Energy:  50.18755172966964
- --- Workload:  530930000000.0
---------------
---- 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]
- --- Energy efficiency:  8384408354.2244835
- --- Energy:  59.697236073290554
- --- Workload:  500528000000.0
---------------
---- 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]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---- 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 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 102 in the X datas point
---------------
- --- Configuration:  0020-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- 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
---------------
- --- Configuration:  0020-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- 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 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]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
---------------
---- 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]
- --- Energy efficiency:  10578920865.440357
- --- Energy:  50.18755172966964
- --- Workload:  530930000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 1 in the X datas point
---------------
- --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
---- Neighbour  6 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  7 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  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 23 in the X datas point
---------------
- --- Configuration:  3333-3300
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 120 in the X datas point
---------------
- --- Configuration:  2022-2200
- --- Energy efficiency:  10578920865.440357
- --- Energy:  50.18755172966964
- --- Workload:  530930000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (50.18755172966964 mAh)  it is NOT far from the median.
----  Median :50.18755172966964,   the gap is :  10
---- So No we don't romove this configuration '0033-2200'
- --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '0101-0330'
-*** 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 '0101-0330'
---- Neighbour  0 in the list of neghbours, And at position 93 in the X datas point
---------------
- --- Configuration:  0101-0330
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 57 in the X datas point
---------------
- --- Configuration:  0101-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
---------------
---- 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]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Neighbour  3 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  4 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  5 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  6 in the list of neghbours, And at position 75 in the X datas point
---------------
- --- Configuration:  0001-0200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- 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]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  9 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0101-0330'
---- Neighbour  0 in the list of neghbours, And at position 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 58 in the X datas point
---------------
- --- Configuration:  0001-0020
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
---------------
---- Neighbour  2 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
---------------
---- Neighbour  3 in the list of neghbours, And at position 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Neighbour  4 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
---------------
---- 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]
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- Neighbour  7 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  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 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 150 in the X datas point
---------------
- --- Configuration:  0001-0220
- --- Energy efficiency:  9243340173.405062
- --- Energy:  40.84258552984255
- --- Workload:  377523000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (40.84258552984255 mAh)  it is NOT far from the median.
----  Median :40.84258552984255,   the gap is :  10
---- So No we don't romove this configuration '0101-0330'
- --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0100-0200'
-*** 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 '0100-0200'
---- Neighbour  0 in the list of neghbours, And at position 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 162 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 67 in the X datas point
---------------
- --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
---------------
---- Neighbour  4 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
---------------
---- Neighbour  5 in the list of neghbours, And at position 111 in the X datas point
---------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 131 in the X datas point
---------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- 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:  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 '0100-0200'
---- 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:  30.027102694886654
- --- Workload:  0.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 16 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 162 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 111 in the X datas point
---------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
---- Neighbour  6 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
---------------
---- Neighbour  7 in the list of neghbours, And at position 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 131 in the X datas point
---------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 67 in the X datas point
---------------
- --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (35.404255909220375 mAh)  it is NOT far from the median.
----  Median :35.404255909220375,   the gap is :  10
---- So No we don't romove this configuration '0100-0200'
- --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '1101-2000'
-*** 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 '1101-2000'
---- 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 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  2 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  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 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 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 118 in the X datas point
---------------
- --- Configuration:  1001-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
---------------
---- 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]
- --- Energy efficiency:  6681499595.769274
- --- Energy:  37.38840673928198
- --- Workload:  249811000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 155 in the X datas point
---------------
- --- Configuration:  1111-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10098612955.510561
- --- Energy:  67.2428641168314
- --- Workload:  679060000000.0
---------------
---- Neighbour  9 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '1101-2000'
---- Neighbour  0 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  1 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  2 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  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 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  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 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  7 in the list of neghbours, And at position 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 118 in the X datas point
---------------
- --- Configuration:  1001-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 155 in the X datas point
---------------
- --- Configuration:  1111-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10098612955.510561
- --- Energy:  67.2428641168314
- --- Workload:  679060000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 123 in the X datas point
---------------
- --- Configuration:  0111-2000
- --- Energy efficiency:  6681499595.769274
- --- Energy:  37.38840673928198
- --- Workload:  249811000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (37.38840673928198 mAh)  it is NOT far from the median.
----  Median :37.38840673928198,   the gap is :  10
---- So No we don't romove this configuration '1101-2000'
- --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1]
---- Computing the list of the 10 first neighbours of '0333-0011'
-*** 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 '0333-0011'
---- Neighbour  0 in the list of neghbours, And at position 96 in the X datas point
---------------
- --- Configuration:  0333-0011
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9607255399.277534
- --- Energy:  65.95120166169613
- --- Workload:  633609000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 139 in the X datas point
---------------
- --- Configuration:  0033-0011
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8411277841.329655
- --- Energy:  59.541753106093076
- --- Workload:  500822000000.0
---------------
---- 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]
- --- Energy efficiency:  8236960890.90969
- --- Energy:  61.00540758755291
- --- Workload:  502499000000.0
---------------
---- 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 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  7 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  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 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0333-0011'
---- Neighbour  0 in the list of neghbours, And at position 56 in the X datas point
---------------
- --- 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:  [0.91310072]
- --- Energy efficiency:  5256269415.345153
- --- Energy:  45.78293727571249
- --- Workload:  240648000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 21 in the X datas point
---------------
- --- Configuration:  3333-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8296551953.00833
- --- Energy:  59.045602086542516
- --- Workload:  489874000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 139 in the X datas point
---------------
- --- Configuration:  0033-0011
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8411277841.329655
- --- Energy:  59.541753106093076
- --- Workload:  500822000000.0
---------------
---- 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]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 0 in the X datas point
---------------
- --- Configuration:  0303-1010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8236960890.90969
- --- 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
- --- 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 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]
- --- Energy efficiency:  10227751572.005417
- --- Energy:  73.37868558375581
- --- Workload:  750499000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 11 in the X datas point
---------------
- --- 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 (59.94594005320708 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]
---- 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  [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  [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1]
---- Computing the list of the 10 first neighbours of '0010-0101'
-*** START computing ci exp matrix 
-X =  [[2. 0. 1. ... 0. 1. 0.]
- [2. 0. 0. ... 0. 0. 0.]
- [2. 0. 1. ... 1. 0. 0.]
- ...
- [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 '0010-0101'
---- Neighbour  0 in the list of neghbours, And at position 99 in the X datas point
---------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
---------------
---- 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 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  4 in the list of neghbours, And at position 111 in the X datas point
---------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
---- Neighbour  5 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  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]
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
---------------
---- 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:  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 '0010-0101'
---- 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:  30.027102694886654
- --- Workload:  0.0
---------------
---- 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]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
---------------
---- 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]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
---- 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]
- --- Energy efficiency:  3321398441.599851
- --- Energy:  35.588916806469584
- --- Workload:  118205000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 99 in the X datas point
---------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
---------------
---- Neighbour  5 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  6 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  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 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 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
---------------
---------------
---- 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 (41.37346586900227 mAh)  it is NOT far from the median.
----  Median :41.37346586900227,   the gap is :  10
---- So No we don't romove this configuration '0010-0101'
- --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '0110-0010'
-*** 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 '0110-0010'
---- Neighbour  0 in the list of neghbours, And at position 100 in the X datas point
---------------
- --- Configuration:  0110-0010
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 78 in the X datas point
---------------
- --- Configuration:  0110-0020
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5821399464.43125
- --- Energy:  36.31061849927073
- --- Workload:  211379000000.0
---------------
---- 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]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- Neighbour  3 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  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 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  6 in the list of neghbours, And at position 111 in the X datas point
---------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
---- Neighbour  7 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  8 in the list of neghbours, And at position 145 in the X datas point
---------------
- --- Configuration:  0200-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3751444306.0578322
- --- Energy:  34.495214714826176
- --- Workload:  129407000000.0
---------------
---- 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 '0110-0010'
---- Neighbour  0 in the list of neghbours, And at position 16 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 38 in the X datas point
---------------
- --- Configuration:  1110-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 145 in the X datas point
---------------
- --- Configuration:  0200-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3751444306.0578322
- --- Energy:  34.495214714826176
- --- Workload:  129407000000.0
---------------
---- 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]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 100 in the X datas point
---------------
- --- Configuration:  0110-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 78 in the X datas point
---------------
- --- Configuration:  0110-0020
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5821399464.43125
- --- Energy:  36.31061849927073
- --- Workload:  211379000000.0
---------------
---- Neighbour  6 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  7 in the list of neghbours, And at position 6 in the X datas point
---------------
- --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- 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 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 100 in the X datas point
---------------
- --- 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 (35.648662348871625 mAh)  it is NOT far from the median.
----  Median :35.648662348871625,   the gap is :  10
---- So No we don't romove this configuration '0110-0010'
- --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '0011-3000'
-*** 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 '0011-3000'
---- 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 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  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 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
---- 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 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  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 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]
- --- Energy efficiency:  7249844128.351241
- --- Energy:  42.05401520354165
- --- Workload:  304885000000.0
---------------
---- 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
---------------
---- 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
---------------
- --- Configuration:  0000-3000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3307720550.5370083
- --- Energy:  35.59789292409111
- --- Workload:  117748000000.0
---------------
---- Neighbour  1 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  2 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  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 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  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 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- 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
- --- 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 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 12 in the X datas point
---------------
- --- 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 (42.05401520354165 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]
---- Computing the list of the 10 first neighbours of '0020-2000'
-*** 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 '0020-2000'
---- Neighbour  0 in the list of neghbours, And at position 102 in the X datas point
---------------
- --- Configuration:  0020-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- 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 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]
- --- Energy efficiency:  4153496621.1304984
- --- Energy:  36.241340818491324
- --- Workload:  150528000000.0
---------------
---- 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]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
---------------
---- 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 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6005284650.492433
- --- Energy:  34.65163368892841
- --- Workload:  208093000000.0
---------------
---- 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]
- --- Energy efficiency:  5000900162.029165
- --- Energy:  35.48607288213239
- --- Workload:  177462000000.0
---------------
---- Neighbour  9 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0020-2000'
---- Neighbour  0 in the list of neghbours, And at position 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- 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:  [0.91310072]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
---------------
---- 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]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 137 in the X datas point
---------------
- --- Configuration:  1010-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5000900162.029165
- --- Energy:  35.48607288213239
- --- Workload:  177462000000.0
---------------
---- Neighbour  5 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  6 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  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]
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 114 in the X datas point
---------------
- --- Configuration:  0020-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8376542330.856669
- --- Energy:  48.301162810596125
- --- Workload:  404596000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 137 in the X datas point
---------------
- --- Configuration:  1010-2000
- --- Energy efficiency:  5000900162.029165
- --- Energy:  35.48607288213239
- --- Workload:  177462000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (35.48607288213239 mAh)  it is NOT far from the median.
----  Median :35.48607288213239,   the gap is :  10
---- So No we don't romove this configuration '0020-2000'
- --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1]
---- Computing the list of the 10 first neighbours of '3303-1011'
-*** 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 '3303-1011'
---- Neighbour  0 in the list of neghbours, And at position 103 in the X datas point
---------------
- --- Configuration:  3303-1011
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  10227751572.005417
- --- Energy:  73.37868558375581
- --- Workload:  750499000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 14 in the X datas point
---------------
- --- Configuration:  3303-1010
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9340120487.55429
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 0 in the X datas point
---------------
- --- Configuration:  0303-1010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8236960890.90969
- --- Energy:  61.00540758755291
- --- Workload:  502499000000.0
---------------
---- 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]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- Neighbour  4 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  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]
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 40 in the X datas point
---------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
---------------
---- 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]
- --- Energy efficiency:  6928278461.367919
- --- Energy:  53.6166443408558
- --- Workload:  371471000000.0
---------------
---- 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
---------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 77 in the X datas point
---------------
- --- Configuration:  0303-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6928278461.367919
- --- Energy:  53.6166443408558
- --- Workload:  371471000000.0
---------------
---- 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]
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
---- 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:  [0.83375292]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- 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]
- --- Energy efficiency:  8236960890.90969
- --- Energy:  61.00540758755291
- --- Workload:  502499000000.0
---------------
---- Neighbour  6 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  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
- --- 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 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 11 in the X datas point
---------------
- --- 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 :59.94594005320708,   the gap is :  10
---- So yes we remove this configuration '3303-1011'
---- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '3000-2000'
-*** 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 '3000-2000'
---- Neighbour  0 in the list of neghbours, And at position 45 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 104 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 29 in the X datas point
---------------
- --- Configuration:  3000-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
---------------
---- Neighbour  3 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  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 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  6 in the list of neghbours, And at position 61 in the X datas point
---------------
- --- Configuration:  3000-2200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
---------------
---- 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 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  9 in the list of neghbours, And at position 30 in the X datas point
---------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-2000'
---- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
---------------
- --- Configuration:  3000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  29.060137396486432
- --- Workload:  29553800000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 104 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 29 in the X datas point
---------------
- --- Configuration:  3000-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
---------------
---- 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 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 27 in the X datas point
---------------
- --- Configuration:  3300-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5072151352.996373
- --- Energy:  36.711179058531826
- --- Workload:  186205000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 45 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
---------------
---- Neighbour  7 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
---------------
---- Neighbour  8 in the list of neghbours, And at position 30 in the X datas point
---------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 61 in the X datas point
---------------
- --- Configuration:  3000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
---------------
---------------
---- 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
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.46450751429702 mAh)  it is NOT far from the median.
----  Median :36.46450751429702,   the gap is :  10
---- So No we don't romove this configuration '3000-2000'
- --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '0110-1001'
-*** 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 '0110-1001'
---- Neighbour  0 in the list of neghbours, And at position 105 in the X datas point
---------------
- --- Configuration:  0110-1001
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7487495881.877265
- --- Energy:  41.820066635010036
- --- Workload:  313127000000.0
---------------
---- Neighbour  1 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  2 in the list of neghbours, And at position 152 in the X datas point
---------------
- --- Configuration:  1100-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7522756337.9222145
- --- Energy:  41.562953026807364
- --- Workload:  312668000000.0
---------------
---- 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 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
---------------
---- 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]
- --- Energy efficiency:  5947637003.818383
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
---------------
---- 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]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
---------------
---- 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]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
---------------
---- 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]
- --- Energy efficiency:  3321398441.599851
- --- Energy:  35.588916806469584
- --- Workload:  118205000000.0
---------------
---- 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 '0110-1001'
---- Neighbour  0 in the list of neghbours, And at position 38 in the X datas point
---------------
- --- Configuration:  1110-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 65 in the X datas point
---------------
- --- Configuration:  0000-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
---------------
---- 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]
- --- Energy efficiency:  3321398441.599851
- --- Energy:  35.588916806469584
- --- Workload:  118205000000.0
---------------
---- 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 42 in the X datas point
---------------
- --- Configuration:  1100-1000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5947637003.818383
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
---------------
---- 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]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
---------------
---- 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 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
---------------
---- 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
---------------
---------------
---- 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 '0110-1001'
- --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1]
---- Computing the list of the 10 first neighbours of '3330-2202'
-*** 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 '3330-2202'
---- Neighbour  0 in the list of neghbours, And at position 106 in the X datas point
---------------
- --- Configuration:  3330-2202
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  10286076355.602003
- --- Energy:  84.88778487940925
- --- Workload:  873162000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 73 in the X datas point
---------------
- --- Configuration:  3330-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9229945635.620207
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
---------------
---- Neighbour  2 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  3 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  4 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  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]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---- 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]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
---------------
---- 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]
- --- Energy efficiency:  5026691733.102776
- --- Energy:  36.9852979298838
- --- Workload:  185914000000.0
---------------
---- 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 '3330-2202'
---- Neighbour  0 in the list of neghbours, And at position 41 in the X datas point
---------------
- --- Configuration:  3300-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5026691733.102776
- --- Energy:  36.9852979298838
- --- Workload:  185914000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 28 in the X datas point
---------------
- --- Configuration:  3330-3000
- --- 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 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  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 73 in the X datas point
---------------
- --- Configuration:  3330-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9229945635.620207
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 49 in the X datas point
---------------
- --- Configuration:  3000-0202
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 138 in the X datas point
---------------
- --- Configuration:  3030-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8823477508.95583
- --- Energy:  65.30338482528335
- --- Workload:  576204000000.0
---------------
---- Neighbour  7 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  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 73 in the X datas point
---------------
- --- Configuration:  3330-2220
- --- Energy efficiency:  9229945635.620207
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (84.88778487940925 mAh)  is far from the median.
----  Median :51.28077619994492,   the gap is :  10
---- So yes we remove this configuration '3330-2202'
---- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '1011-2200'
-*** 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 '1011-2200'
---- Neighbour  0 in the list of neghbours, And at position 107 in the X datas point
---------------
- --- Configuration:  1011-2200
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8782098570.274353
- --- Energy:  43.085080854083536
- --- Workload:  378377000000.0
---------------
---- 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 120 in the X datas point
---------------
- --- Configuration:  2022-2200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  10578920865.440357
- --- Energy:  50.18755172966964
- --- Workload:  530930000000.0
---------------
---- 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 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 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  6 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  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 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 137 in the X datas point
---------------
- --- Configuration:  1010-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5000900162.029165
- --- Energy:  35.48607288213239
- --- Workload:  177462000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '1011-2200'
---- Neighbour  0 in the list of neghbours, And at position 137 in the X datas point
---------------
- --- Configuration:  1010-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5000900162.029165
- --- Energy:  35.48607288213239
- --- Workload:  177462000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 91 in the X datas point
---------------
- --- Configuration:  1011-0100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6807769026.0124855
- --- Energy:  36.74164741869377
- --- Workload:  250128000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 47 in the X datas point
---------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
---- 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 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 120 in the X datas point
---------------
- --- Configuration:  2022-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10578920865.440357
- --- Energy:  50.18755172966964
- --- Workload:  530930000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 97 in the X datas point
---------------
- --- Configuration:  1011-3330
- --- Distance from that configuration:  [0.83375292]
- --- 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:  [0.83375292]
- --- Energy efficiency:  9166575000.916658
- --- Energy:  50.735447078258076
- --- Workload:  465069000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 90 in the X datas point
---------------
- --- Configuration:  2222-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11468876336.840899
- --- Energy:  53.84120579706395
- --- Workload:  617498000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 107 in the X datas point
---------------
- --- 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 (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 '1011-2200'
- --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0222-0300'
-*** 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 '0222-0300'
---- Neighbour  0 in the list of neghbours, And at position 108 in the X datas point
---------------
- --- Configuration:  0222-0300
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9750580159.519491
- --- Energy:  43.43833566298026
- --- Workload:  423547000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 131 in the X datas point
---------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- 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 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]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- 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 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  7 in the list of neghbours, And at position 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- 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 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 '0222-0300'
---- 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 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  2 in the list of neghbours, And at position 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- 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]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- 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]
- --- Energy efficiency:  7249844128.351241
- --- Energy:  42.05401520354165
- --- Workload:  304885000000.0
---------------
---- 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]
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
---------------
---- 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 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  8 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  9 in the list of neghbours, And at position 23 in the X datas point
---------------
- --- Configuration:  3333-3300
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 12 in the X datas point
---------------
- --- 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 (42.05401520354165 mAh)  it is NOT far from the median.
----  Median :42.05401520354165,   the gap is :  10
---- So No we don't romove this configuration '0222-0300'
- --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1]
---- Computing the list of the 10 first neighbours of '0011-2022'
-*** 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 '0011-2022'
---- Neighbour  0 in the list of neghbours, And at position 109 in the X datas point
---------------
- --- Configuration:  0011-2022
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  10199970420.085781
- --- Energy:  84.69065283515172
- --- Workload:  863842000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 50 in the X datas point
---------------
- --- Configuration:  0001-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
---------------
---- Neighbour  2 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  3 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  4 in the list of neghbours, And at position 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- Neighbour  5 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  6 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  7 in the list of neghbours, And at position 101 in the X datas point
---------------
- --- Configuration:  0011-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6806981239.9597025
- --- Energy:  35.94259902860859
- --- Workload:  244660000000.0
---------------
---- Neighbour  8 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
---------------
---- Neighbour  9 in the list of neghbours, And at position 123 in the X datas point
---------------
- --- Configuration:  0111-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6681499595.769274
- --- Energy:  37.38840673928198
- --- Workload:  249811000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0011-2022'
---- Neighbour  0 in the list of neghbours, And at position 58 in the X datas point
---------------
- --- 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 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  2 in the list of neghbours, And at position 123 in the X datas point
---------------
- --- Configuration:  0111-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6681499595.769274
- --- Energy:  37.38840673928198
- --- Workload:  249811000000.0
---------------
---- Neighbour  3 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  4 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  5 in the list of neghbours, And at position 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- 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]
- --- Energy efficiency:  8964027358.211496
- --- Energy:  50.74428137607953
- --- Workload:  454872000000.0
---------------
---- Neighbour  7 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
---------------
---- 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 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
---------------
- --- Configuration:  1011-3030
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (84.69065283515172 mAh)  is far from the median.
----  Median :42.90551410725298,   the gap is :  10
---- So yes we remove this configuration '0011-2022'
---- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '3003-3330'
-*** 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 '3003-3330'
---- Neighbour  0 in the list of neghbours, And at position 110 in the X datas point
---------------
- --- Configuration:  3003-3330
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9353836943.914392
- --- Energy:  65.99051868650201
- --- Workload:  617264000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 31 in the X datas point
---------------
- --- Configuration:  3000-3330
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8224428196.629629
- --- Energy:  49.410116578739654
- --- Workload:  406369000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 30 in the X datas point
---------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 64 in the X datas point
---------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6473246073.976255
- --- Energy:  42.474892742303716
- --- Workload:  274951000000.0
---------------
---- 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]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 29 in the X datas point
---------------
- --- Configuration:  3000-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
---------------
---- 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]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 146 in the X datas point
---------------
- --- Configuration:  2022-0330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10619025470.794495
- --- Energy:  49.81557674440745
- --- Workload:  528993000000.0
---------------
---- 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
---------------
- --- Configuration:  3000-3000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 30 in the X datas point
---------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6611133148.221605
- --- Energy:  42.19510352720739
- --- Workload:  278957000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 64 in the X datas point
---------------
- --- Configuration:  3000-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6473246073.976255
- --- Energy:  42.474892742303716
- --- Workload:  274951000000.0
---------------
---- 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 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  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 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  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]
- --- Energy efficiency:  9353836943.914392
- --- Energy:  65.99051868650201
- --- Workload:  617264000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 23 in the X datas point
---------------
- --- Configuration:  3333-3300
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 31 in the X datas point
---------------
- --- Configuration:  3000-3330
- --- Energy efficiency:  8224428196.629629
- --- Energy:  49.410116578739654
- --- Workload:  406369000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (65.99051868650201 mAh)  is far from the median.
----  Median :49.410116578739654,   the gap is :  10
---- So yes we remove this configuration '3003-3330'
---- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0110-0100'
-*** 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 '0110-0100'
---- Neighbour  0 in the list of neghbours, And at position 111 in the X datas point
---------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
---- Neighbour  1 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  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 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 99 in the X datas point
---------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
---------------
---- 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]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 162 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
---------------
---- 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 '0110-0100'
---- Neighbour  0 in the list of neghbours, And at position 16 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
---------------
---- Neighbour  1 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  2 in the list of neghbours, And at position 162 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 111 in the X datas point
---------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.83375292]
- --- 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
---------------
- --- Configuration:  0110-0010
- --- 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 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  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 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 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (35.404255909220375 mAh)  it is NOT far from the median.
----  Median :35.404255909220375,   the gap is :  10
---- So No we don't romove this configuration '0110-0100'
- --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0200-0100'
-*** 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 '0200-0100'
---- Neighbour  0 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 69 in the X datas point
---------------
- --- Configuration:  0200-1100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6540008502.011052
- --- Energy:  42.722378810206706
- --- Workload:  279405000000.0
---------------
---- Neighbour  2 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  3 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  4 in the list of neghbours, And at position 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 111 in the X datas point
---------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 131 in the X datas point
---------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 145 in the X datas point
---------------
- --- Configuration:  0200-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3751444306.0578322
- --- Energy:  34.495214714826176
- --- Workload:  129407000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 161 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 162 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0200-0100'
---- Neighbour  0 in the list of neghbours, And at position 37 in the X datas point
---------------
- --- 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 145 in the X datas point
---------------
- --- Configuration:  0200-0010
- --- 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 162 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 111 in the X datas point
---------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 131 in the X datas point
---------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 69 in the X datas point
---------------
- --- Configuration:  0200-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6540008502.011052
- --- Energy:  42.722378810206706
- --- Workload:  279405000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 161 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
---------------
---- 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 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (35.404255909220375 mAh)  it is NOT far from the median.
----  Median :35.404255909220375,   the gap is :  10
---- So No we don't romove this configuration '0200-0100'
- --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '2220-3330'
-*** 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 '2220-3330'
---- Neighbour  0 in the list of neghbours, And at position 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- Neighbour  2 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  3 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 73 in the X datas point
---------------
- --- Configuration:  3330-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9229945635.620207
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
---------------
---- 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 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  7 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  8 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  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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2220-3330'
---- Neighbour  0 in the list of neghbours, And at position 148 in the X datas point
---------------
- --- Configuration:  2220-0300
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6002689204.763734
- --- Energy:  36.30048338737668
- --- Workload:  217901000000.0
---------------
---- Neighbour  1 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  2 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 133 in the X datas point
---------------
- --- Configuration:  0200-3330
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8906781623.528154
- --- Energy:  47.48626285009536
- --- Workload:  422949000000.0
---------------
---- 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]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- 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:  [0.83375292]
- --- 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:  [0.83375292]
- --- Energy efficiency:  10965958375.4152
- --- Energy:  49.989818506242955
- --- Workload:  548186000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 73 in the X datas point
---------------
- --- Configuration:  3330-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9229945635.620207
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
---------------
---- 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 113 in the X datas point
---------------
- --- 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 (49.20594289132612 mAh)  it is NOT far from the median.
----  Median :49.20594289132612,   the gap is :  10
---- So No we don't romove this configuration '2220-3330'
- --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '0020-2220'
-*** 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 '0020-2220'
---- Neighbour  0 in the list of neghbours, And at position 114 in the X datas point
---------------
- --- Configuration:  0020-2220
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8376542330.856669
- --- Energy:  48.301162810596125
- --- Workload:  404596000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 102 in the X datas point
---------------
- --- Configuration:  0020-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- 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]
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
---------------
---- 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]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 160 in the X datas point
---------------
- --- Configuration:  0222-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
---------------
---- 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]
- --- Energy efficiency:  3998672440.749671
- --- 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 '0020-2220'
---- Neighbour  0 in the list of neghbours, And at position 102 in the X datas point
---------------
- --- Configuration:  0020-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 6 in the X datas point
---------------
- --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- 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]
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
---------------
---- 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]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
---------------
---- 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 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- 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
- --- 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 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 157 in the X datas point
---------------
- --- 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 (42.10385161103808 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]
---- Computing the list of the 10 first neighbours of '2220-2220'
-*** 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 '2220-2220'
---- Neighbour  0 in the list of neghbours, And at position 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 73 in the X datas point
---------------
- --- Configuration:  3330-2220
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9229945635.620207
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 3 in the X datas point
---------------
- --- Configuration:  2222-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- Neighbour  4 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  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 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 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- Neighbour  8 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  9 in the list of neghbours, And at position 160 in the X datas point
---------------
- --- Configuration:  0222-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2220-2220'
---- Neighbour  0 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 157 in the X datas point
---------------
- --- Configuration:  2020-0220
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
---------------
---- 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 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- 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 73 in the X datas point
---------------
- --- Configuration:  3330-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9229945635.620207
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
---------------
---- Neighbour  7 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  8 in the list of neghbours, And at position 3 in the X datas point
---------------
- --- Configuration:  2222-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 160 in the X datas point
---------------
- --- Configuration:  0222-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (49.57175430186782 mAh)  it is NOT far from the median.
----  Median :49.57175430186782,   the gap is :  10
---- So No we don't romove this configuration '2220-2220'
- --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '0002-3000'
-*** 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 '0002-3000'
---- 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 1 in the X datas point
---------------
- --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
---- 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 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 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 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]
- --- Energy efficiency:  7249844128.351241
- --- Energy:  42.05401520354165
- --- Workload:  304885000000.0
---------------
---- 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]
- --- Energy efficiency:  5789616901.049658
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
---------------
---- 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]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
---------------
---- 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 '0002-3000'
---- Neighbour  0 in the list of neghbours, And at position 24 in the X datas point
---------------
- --- Configuration:  0000-3000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3307720550.5370083
- --- Energy:  35.59789292409111
- --- Workload:  117748000000.0
---------------
---- Neighbour  1 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  2 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  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 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 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  6 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  7 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  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]
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 47 in the X datas point
---------------
- --- Configuration:  1001-2000
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (39.7073615035878 mAh)  it is NOT far from the median.
----  Median :39.7073615035878,   the gap is :  10
---- So No we don't romove this configuration '0002-3000'
- --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '2020-3030'
-*** 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 '2020-3030'
---- 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 158 in the X datas point
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 98 in the X datas point
---------------
- --- Configuration:  1011-3030
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- 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 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 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  7 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
---------------
---- 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]
- --- Energy efficiency:  8224428196.629629
- --- Energy:  49.410116578739654
- --- Workload:  406369000000.0
---------------
---- 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]
- --- Energy efficiency:  4153496621.1304984
- --- Energy:  36.241340818491324
- --- Workload:  150528000000.0
---------------
---- 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
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 29 in the X datas point
---------------
- --- Configuration:  3000-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
---------------
---- Neighbour  2 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  3 in the list of neghbours, And at position 28 in the X datas point
---------------
- --- Configuration:  3330-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 117 in the X datas point
---------------
- --- Configuration:  2020-3030
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7529950377.627011
- --- Energy:  41.87227309237855
- --- Workload:  315295000000.0
---------------
---- 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 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]
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
---------------
---- 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]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- 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]
- --- Energy efficiency:  8224428196.629629
- --- Energy:  49.410116578739654
- --- Workload:  406369000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 117 in the X datas point
---------------
- --- Configuration:  2020-3030
- --- Energy efficiency:  7529950377.627011
- --- Energy:  41.87227309237855
- --- Workload:  315295000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (41.87227309237855 mAh)  it is NOT far from the median.
----  Median :41.87227309237855,   the gap is :  10
---- So No we don't romove this configuration '2020-3030'
- --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '1001-2002'
-*** 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 '1001-2002'
---- Neighbour  0 in the list of neghbours, And at position 118 in the X datas point
---------------
- --- Configuration:  1001-2002
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
---------------
---- 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]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 50 in the X datas point
---------------
- --- Configuration:  0001-2002
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 54 in the X datas point
---------------
- --- Configuration:  1001-0002
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
---------------
---- 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 80 in the X datas point
---------------
- --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
---------------
---- Neighbour  6 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  7 in the list of neghbours, And at position 155 in the X datas point
---------------
- --- Configuration:  1111-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10098612955.510561
- --- Energy:  67.2428641168314
- --- Workload:  679060000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 46 in the X datas point
---------------
- --- Configuration:  1000-1000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4062233415.93208
- --- Energy:  36.86022362180361
- --- Workload:  149735000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 52 in the X datas point
---------------
- --- Configuration:  1101-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9914340101.522842
- --- Energy:  65.015157087009
- --- Workload:  644582000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '1001-2002'
---- 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 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  2 in the list of neghbours, And at position 47 in the X datas point
---------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 74 in the X datas point
---------------
- --- Configuration:  2002-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 54 in the X datas point
---------------
- --- Configuration:  1001-0002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
---------------
---- 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]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
---------------
---- Neighbour  6 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  7 in the list of neghbours, And at position 118 in the X datas point
---------------
- --- Configuration:  1001-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
---------------
---- 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
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10098612955.510561
- --- Energy:  67.2428641168314
- --- Workload:  679060000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 54 in the X datas point
---------------
- --- Configuration:  1001-0002
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (65.10994999301121 mAh)  is far from the median.
----  Median :47.6050128004243,   the gap is :  10
---- So yes we remove this configuration '1001-2002'
---- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '0333-0030'
-*** 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 '0333-0030'
---- Neighbour  0 in the list of neghbours, And at position 119 in the X datas point
---------------
- --- Configuration:  0333-0030
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8477809334.068076
- --- Energy:  58.764018507515395
- --- Workload:  498189000000.0
---------------
---- 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 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  3 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  4 in the list of neghbours, And at position 22 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9400881802.713095
- --- Energy:  66.34289826476824
- --- Workload:  623684000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 76 in the X datas point
---------------
- --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
---- 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 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  8 in the list of neghbours, And at position 135 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9639669166.554203
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 168 in the X datas point
---------------
- --- 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 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 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  3 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  4 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  5 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  6 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  7 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  8 in the list of neghbours, And at position 135 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9639669166.554203
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 22 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9400881802.713095
- --- Energy:  66.34289826476824
- --- Workload:  623684000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 108 in the X datas point
---------------
- --- 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 (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 
-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 '2022-2200'
---- Neighbour  0 in the list of neghbours, And at position 120 in the X datas point
---------------
- --- Configuration:  2022-2200
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  10578920865.440357
- --- Energy:  50.18755172966964
- --- Workload:  530930000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 90 in the X datas point
---------------
- --- Configuration:  2222-2200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  11468876336.840899
- --- Energy:  53.84120579706395
- --- Workload:  617498000000.0
---------------
---- Neighbour  2 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  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 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 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
---- 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]
- --- Energy efficiency:  8336042547.16116
- --- Energy:  59.96771726749321
- --- Workload:  499893000000.0
---------------
---- 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 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 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2022-2200'
---- Neighbour  0 in the list of neghbours, And at position 74 in the X datas point
---------------
- --- Configuration:  2002-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
---------------
---- 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 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 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 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  5 in the list of neghbours, And at position 120 in the X datas point
---------------
- --- Configuration:  2022-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10578920865.440357
- --- Energy:  50.18755172966964
- --- Workload:  530930000000.0
---------------
---- Neighbour  6 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  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 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 23 in the X datas point
---------------
- --- Configuration:  3333-3300
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 13 in the X datas point
---------------
- --- Configuration:  0011-1100
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (43.82652071469574 mAh)  it is NOT far from the median.
----  Median :43.82652071469574,   the gap is :  10
---- So No we don't romove this configuration '2022-2200'
- --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0020-1100'
-*** 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 '0020-1100'
---- 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:  [0.83375292]
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 69 in the X datas point
---------------
- --- Configuration:  0200-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6540008502.011052
- --- Energy:  42.722378810206706
- --- Workload:  279405000000.0
---------------
---- 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]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- 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 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6005284650.492433
- --- Energy:  34.65163368892841
- --- Workload:  208093000000.0
---------------
---- 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]
- --- 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:  [0.76130039]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- 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
---------------
- --- 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
---------------
- --- Configuration:  2020-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6005284650.492433
- --- Energy:  34.65163368892841
- --- Workload:  208093000000.0
---------------
---- Neighbour  2 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  3 in the list of neghbours, And at position 6 in the X datas point
---------------
- --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 176 in the X datas point
---------------
- --- Configuration:  0030-2200
- --- Distance from that configuration:  [0.83375292]
- --- 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]
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
---------------
---- 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]
- --- Energy efficiency:  6540008502.011052
- --- Energy:  42.722378810206706
- --- Workload:  279405000000.0
---------------
---- 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 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 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 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 '0020-1100'
- --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '1110-3330'
-*** 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 '1110-3330'
---- Neighbour  0 in the list of neghbours, And at position 122 in the X datas point
---------------
- --- Configuration:  1110-3330
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9413093613.215984
- --- Energy:  49.7061517933472
- --- Workload:  467887000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- Neighbour  2 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  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 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- 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]
- --- 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 '1110-3330'
---- Neighbour  0 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- 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]
- --- Energy efficiency:  6532788063.289651
- --- Energy:  42.64544340651106
- --- Workload:  278594000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 192 in the X datas point
---------------
- --- Configuration:  1111-3300
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9442424814.692413
- --- Energy:  43.80740929766881
- --- Workload:  413650000000.0
---------------
---- 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]
- --- Energy efficiency:  7665772326.561901
- --- Energy:  48.682465076838824
- --- Workload:  373189000000.0
---------------
---- 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]
- --- Energy efficiency:  9571301409.852697
- --- 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:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 122 in the X datas point
---------------
- --- Configuration:  1110-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9413093613.215984
- --- Energy:  49.7061517933472
- --- Workload:  467887000000.0
---------------
---- 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 113 in the X datas point
---------------
- --- 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 (49.20594289132612 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]
---- Computing the list of the 10 first neighbours of '0111-2000'
-*** 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 '0111-2000'
---- Neighbour  0 in the list of neghbours, And at position 123 in the X datas point
---------------
- --- Configuration:  0111-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6681499595.769274
- --- Energy:  37.38840673928198
- --- Workload:  249811000000.0
---------------
---- 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 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
---- 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 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  6 in the list of neghbours, And at position 155 in the X datas point
---------------
- --- Configuration:  1111-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10098612955.510561
- --- Energy:  67.2428641168314
- --- Workload:  679060000000.0
---------------
---- 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]
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0111-2000'
---- Neighbour  0 in the list of neghbours, And at position 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 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  2 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  3 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  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 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
---- 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]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 13 in the X datas point
---------------
- --- Configuration:  0011-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
---------------
---- 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]
- --- Energy efficiency:  10098612955.510561
- --- Energy:  67.2428641168314
- --- Workload:  679060000000.0
---------------
---------------
---- 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 '0111-2000'
- --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '0033-0220'
-*** 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 '0033-0220'
---- Neighbour  0 in the list of neghbours, And at position 124 in the X datas point
---------------
- --- Configuration:  0033-0220
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8384408354.2244835
- --- Energy:  59.697236073290554
- --- Workload:  500528000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 92 in the X datas point
---------------
- --- Configuration:  0033-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8336042547.16116
- --- Energy:  59.96771726749321
- --- Workload:  499893000000.0
---------------
---- 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]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- 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]
- --- Energy efficiency:  7249844128.351241
- --- Energy:  42.05401520354165
- --- Workload:  304885000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 114 in the X datas point
---------------
- --- Configuration:  0020-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8376542330.856669
- --- Energy:  48.301162810596125
- --- Workload:  404596000000.0
---------------
---- 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]
- --- Energy efficiency:  8477809334.068076
- --- Energy:  58.764018507515395
- --- Workload:  498189000000.0
---------------
---- 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 146 in the X datas point
---------------
- --- Configuration:  2022-0330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10619025470.794495
- --- Energy:  49.81557674440745
- --- Workload:  528993000000.0
---------------
---- 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]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
---------------
---- 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
---------------
- --- 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 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  2 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  3 in the list of neghbours, And at position 146 in the X datas point
---------------
- --- Configuration:  2022-0330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10619025470.794495
- --- Energy:  49.81557674440745
- --- Workload:  528993000000.0
---------------
---- 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 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 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
- --- 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 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  9 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
---------------
---------------
---- 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 '0033-0220'
- --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '2022-1001'
-*** 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 '2022-1001'
---- Neighbour  0 in the list of neghbours, And at position 125 in the X datas point
---------------
- --- Configuration:  2022-1001
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  10534122128.398308
- --- Energy:  50.34000387088341
- --- Workload:  530288000000.0
---------------
---- 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 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6005284650.492433
- --- Energy:  34.65163368892841
- --- Workload:  208093000000.0
---------------
---- 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 156 in the X datas point
---------------
- --- Configuration:  2000-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6591219177.81132
- --- Energy:  41.03159908655608
- --- Workload:  270449000000.0
---------------
---- 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]
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
---- 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 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
---------------
---- 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]
- --- Energy efficiency:  8895689149.038376
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
---------------
---- Neighbour  9 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2022-1001'
---- Neighbour  0 in the list of neghbours, And at position 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- 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 156 in the X datas point
---------------
- --- Configuration:  2000-1001
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6591219177.81132
- --- Energy:  41.03159908655608
- --- Workload:  270449000000.0
---------------
---- Neighbour  2 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  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 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 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  6 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
---------------
---- Neighbour  7 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  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 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
---------------
---------------
---- 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 '2022-1001'
- --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '0003-0001'
-*** 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 '0003-0001'
---- Neighbour  0 in the list of neghbours, And at position 126 in the X datas point
---------------
- --- Configuration:  0003-0001
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5256269415.345153
- --- Energy:  45.78293727571249
- --- Workload:  240648000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 15 in the X datas point
---------------
- --- Configuration:  0003-1001
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
---- 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 85 in the X datas point
---------------
- --- Configuration:  3003-0002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7595205906.032112
- --- Energy:  65.80063109114849
- --- Workload:  499771000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 139 in the X datas point
---------------
- --- Configuration:  0033-0011
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8411277841.329655
- --- Energy:  59.541753106093076
- --- Workload:  500822000000.0
---------------
---- 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 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  8 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  9 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0003-0001'
---- 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 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 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 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 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 15 in the X datas point
---------------
- --- 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 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:  [0.83375292]
- --- Energy efficiency:  8411277841.329655
- --- Energy:  59.541753106093076
- --- Workload:  500822000000.0
---------------
---- 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 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 2 in the X datas point
---------------
- --- 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 (53.38267358149647 mAh)  it is NOT far from the median.
----  Median :53.38267358149647,   the gap is :  10
---- So No we don't romove this configuration '0003-0001'
- --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '3033-1010'
-*** 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 '3033-1010'
---- Neighbour  0 in the list of neghbours, And at position 127 in the X datas point
---------------
- --- Configuration:  3033-1010
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9521179864.608822
- --- Energy:  66.3571751425295
- --- Workload:  631797000000.0
---------------
---- Neighbour  1 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  2 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  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 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 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
---------------
---- 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 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  8 in the list of neghbours, And at position 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6005284650.492433
- --- Energy:  34.65163368892841
- --- Workload:  208093000000.0
---------------
---- 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 '3033-1010'
---- Neighbour  0 in the list of neghbours, And at position 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- 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 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  2 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  3 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  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 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  6 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  7 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
---------------
---- Neighbour  8 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  9 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
---------------
---------------
---- 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 '3033-1010'
- --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1]
---- Computing the list of the 10 first neighbours of '1111-0101'
-*** 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 '1111-0101'
---- Neighbour  0 in the list of neghbours, And at position 86 in the X datas point
---------------
- --- Configuration:  1111-0101
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9080672696.233337
- --- Energy:  45.44863666563364
- --- Workload:  412706000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 128 in the X datas point
---------------
- --- Configuration:  1111-0101
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8622547962.923044
- --- Energy:  48.5763010995366
- --- Workload:  418853000000.0
---------------
---- Neighbour  2 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  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 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]
- --- Energy efficiency:  8964027358.211496
- --- Energy:  50.74428137607953
- --- Workload:  454872000000.0
---------------
---- 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]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 48 in the X datas point
---------------
- --- Configuration:  0111-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
---------------
---- 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]
- --- Energy efficiency:  8950387999.31977
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
---------------
---- 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
---------------
- --- Configuration:  1110-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
---------------
---- Neighbour  1 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  2 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  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]
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
---------------
---- 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 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 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  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 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
---------------
---------------
---- 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 '1111-0101'
- --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '0100-3000'
-*** 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 '0100-3000'
---- 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 24 in the X datas point
---------------
- --- Configuration:  0000-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3307720550.5370083
- --- Energy:  35.59789292409111
- --- Workload:  117748000000.0
---------------
---- 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]
- --- Energy efficiency:  5789616901.049658
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
---------------
---- 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]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
---------------
---- 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]
- --- Energy efficiency:  6532788063.289651
- --- Energy:  42.64544340651106
- --- Workload:  278594000000.0
---------------
---- 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 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 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  9 in the list of neghbours, And at position 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- 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
---------------
- --- 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 66 in the X datas point
---------------
- --- Configuration:  0000-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3331046015.069652
- --- Energy:  35.40657570372512
- --- Workload:  117941000000.0
---------------
---- Neighbour  3 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  4 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  5 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  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 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 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 43 in the X datas point
---------------
- --- Configuration:  2200-2000
- --- Energy efficiency:  5035525633.343237
- --- Energy:  36.93355197432356
- --- Workload:  185980000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.93355197432356 mAh)  it is NOT far from the median.
----  Median :36.93355197432356,   the gap is :  10
---- So No we don't romove this configuration '0100-3000'
- --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '2020-1000'
-*** 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 '2020-1000'
---- Neighbour  0 in the list of neghbours, And at position 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- 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 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  2 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  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 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  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 87 in the X datas point
---------------
- --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2991522026.5766816
- --- Energy:  30.63396781022152
- --- Workload:  91642100000.0
---------------
---- Neighbour  7 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  8 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  9 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2020-1000'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
---------------
- --- 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 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  2 in the list of neghbours, And at position 87 in the X datas point
---------------
- --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2991522026.5766816
- --- Energy:  30.63396781022152
- --- Workload:  91642100000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6005284650.492433
- --- Energy:  34.65163368892841
- --- Workload:  208093000000.0
---------------
---- 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 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 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 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 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  9 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 102 in the X datas point
---------------
- --- Configuration:  0020-2000
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (35.41951635507749 mAh)  it is NOT far from the median.
----  Median :35.41951635507749,   the gap is :  10
---- So No we don't romove this configuration '2020-1000'
- --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0202-0200'
-*** 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 '0202-0200'
---- Neighbour  0 in the list of neghbours, And at position 131 in the X datas point
---------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Neighbour  2 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  3 in the list of neghbours, And at position 75 in the X datas point
---------------
- --- Configuration:  0001-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  5 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  6 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 161 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 162 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
---------------
---- 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0202-0200'
---- Neighbour  0 in the list of neghbours, And at position 162 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 75 in the X datas point
---------------
- --- Configuration:  0001-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 131 in the X datas point
---------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- Neighbour  6 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  7 in the list of neghbours, And at position 161 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 2 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
---------------
---- 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 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (37.334916995372765 mAh)  it is NOT far from the median.
----  Median :37.334916995372765,   the gap is :  10
---- So No we don't romove this configuration '0202-0200'
- --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '0300-0010'
-*** 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 '0300-0010'
---- 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 145 in the X datas point
---------------
- --- Configuration:  0200-0010
- --- 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 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]
- --- Energy efficiency:  8236960890.90969
- --- Energy:  61.00540758755291
- --- Workload:  502499000000.0
---------------
---- 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 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
---------------
---- 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]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
---------------
---- 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 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 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
---------------
---- 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:  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 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  3 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  4 in the list of neghbours, And at position 145 in the X datas point
---------------
- --- Configuration:  0200-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3751444306.0578322
- --- Energy:  34.495214714826176
- --- Workload:  129407000000.0
---------------
---- 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]
- --- Energy efficiency:  3550266447.4968843
- --- Energy:  34.61491775303547
- --- Workload:  122892000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 6 in the X datas point
---------------
- --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- 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]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
---------------
---- 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 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 145 in the X datas point
---------------
- --- 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 (34.495214714826176 mAh)  it is NOT far from the median.
----  Median :34.495214714826176,   the gap is :  10
---- So No we don't romove this configuration '0300-0010'
- --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '0200-3330'
-*** 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 '0200-3330'
---- Neighbour  0 in the list of neghbours, And at position 133 in the X datas point
---------------
- --- Configuration:  0200-3330
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8906781623.528154
- --- Energy:  47.48626285009536
- --- Workload:  422949000000.0
---------------
---- 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 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- 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]
- --- Energy efficiency:  5789616901.049658
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
---------------
---- 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 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 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
---------------
---- 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 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
---------------
---- 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
---------------
- --- Configuration:  0000-3300
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5789616901.049658
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
---------------
---- Neighbour  1 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  2 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  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 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  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 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- 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 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  9 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
---------------
---------------
---- 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 '0200-3330'
- --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 1, 0.0, 1, 1, 0, 1]
---- Computing the list of the 10 first neighbours of '3333-1101'
-*** 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 '3333-1101'
---- Neighbour  0 in the list of neghbours, And at position 134 in the X datas point
---------------
- --- Configuration:  3333-1101
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  10947566629.6274
- --- Energy:  79.26313007840331
- --- Workload:  867738000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 165 in the X datas point
---------------
- --- Configuration:  3333-1111
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  11523551835.240866
- --- Energy:  83.54140347554512
- --- Workload:  962694000000.0
---------------
---- Neighbour  2 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  3 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  4 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  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]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- 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 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
---------------
---- 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
---------------
- --- Configuration:  3330-0101
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8262619084.997563
- --- Energy:  42.07329975259821
- --- Workload:  347637000000.0
---------------
---- Neighbour  1 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  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 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  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 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:  [0.83375292]
- --- Energy efficiency:  9428892010.8998
- --- Energy:  67.46193459835338
- --- Workload:  636090000000.0
---------------
---- 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 11 in the X datas point
---------------
- --- 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 (79.26313007840331 mAh)  is far from the median.
----  Median :59.94594005320708,   the gap is :  10
---- So yes we remove this configuration '3333-1101'
---- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0.0, 1, 1, 0, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '3333-3000'
-*** 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 '3333-3000'
---- Neighbour  0 in the list of neghbours, And at position 22 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9400881802.713095
- --- Energy:  66.34289826476824
- --- Workload:  623684000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 135 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9639669166.554203
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 23 in the X datas point
---------------
- --- Configuration:  3333-3300
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 28 in the X datas point
---------------
- --- Configuration:  3330-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 1 in the X datas point
---------------
- --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
---- 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 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
---------------
---- Neighbour  7 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
---------------
---- 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 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3333-3000'
---- Neighbour  0 in the list of neghbours, And at position 29 in the X datas point
---------------
- --- Configuration:  3000-3000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 27 in the X datas point
---------------
- --- Configuration:  3300-3000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5072151352.996373
- --- Energy:  36.711179058531826
- --- Workload:  186205000000.0
---------------
---- 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 28 in the X datas point
---------------
- --- Configuration:  3330-3000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 1 in the X datas point
---------------
- --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
---- Neighbour  5 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  6 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  7 in the list of neghbours, And at position 135 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9639669166.554203
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
---------------
---- 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]
- --- 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:  [0.76130039]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 1 in the X datas point
---------------
- --- Configuration:  0033-3000
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (64.97706889442466 mAh)  is far from the median.
----  Median :53.35616382684589,   the gap is :  10
---- So yes we remove this configuration '3333-3000'
---- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 0, 1.0, 0, 0, 1, 1]
---- Computing the list of the 10 first neighbours of '2000-0022'
-*** 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 '2000-0022'
---- Neighbour  0 in the list of neghbours, And at position 136 in the X datas point
---------------
- --- Configuration:  2000-0022
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8308684236.764266
- --- Energy:  64.3370683100252
- --- Workload:  534556000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 88 in the X datas point
---------------
- --- Configuration:  2020-0022
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8754497623.153894
- --- Energy:  65.93701913313123
- --- Workload:  577244000000.0
---------------
---- Neighbour  2 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  3 in the list of neghbours, And at position 163 in the X datas point
---------------
- --- Configuration:  2200-0002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6207016411.351391
- --- Energy:  47.115411060327354
- --- Workload:  292447000000.0
---------------
---- Neighbour  4 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  5 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  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 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  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 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2000-0022'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
---------------
- --- 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 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 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  3 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  4 in the list of neghbours, And at position 163 in the X datas point
---------------
- --- Configuration:  2200-0002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6207016411.351391
- --- Energy:  47.115411060327354
- --- Workload:  292447000000.0
---------------
---- 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 136 in the X datas point
---------------
- --- Configuration:  2000-0022
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8308684236.764266
- --- Energy:  64.3370683100252
- --- Workload:  534556000000.0
---------------
---- 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 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 163 in the X datas point
---------------
- --- Configuration:  2200-0002
- --- Energy efficiency:  6207016411.351391
- --- Energy:  47.115411060327354
- --- Workload:  292447000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (64.3370683100252 mAh)  is far from the median.
----  Median :47.115411060327354,   the gap is :  10
---- So yes we remove this configuration '2000-0022'
---- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1.0, 0, 0, 1, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '1010-2000'
-*** 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 '1010-2000'
---- Neighbour  0 in the list of neghbours, And at position 137 in the X datas point
---------------
- --- Configuration:  1010-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5000900162.029165
- --- Energy:  35.48607288213239
- --- Workload:  177462000000.0
---------------
---- Neighbour  1 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  2 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  3 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  4 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  5 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  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 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6005284650.492433
- --- Energy:  34.65163368892841
- --- Workload:  208093000000.0
---------------
---- 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]
- --- Energy efficiency:  6501654671.113798
- --- Energy:  42.85376093977719
- --- Workload:  278621000000.0
---------------
---- 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
---------------
- --- Configuration:  2020-1000
- --- 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 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  2 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  3 in the list of neghbours, And at position 137 in the X datas point
---------------
- --- Configuration:  1010-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5000900162.029165
- --- Energy:  35.48607288213239
- --- Workload:  177462000000.0
---------------
---- Neighbour  4 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  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 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 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  9 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 59 in the X datas point
---------------
- --- 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 (36.241340818491324 mAh)  it is NOT far from the median.
----  Median :36.241340818491324,   the gap is :  10
---- So No we don't romove this configuration '1010-2000'
- --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '3030-2002'
-*** 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 '3030-2002'
---- Neighbour  0 in the list of neghbours, And at position 138 in the X datas point
---------------
- --- Configuration:  3030-2002
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8823477508.95583
- --- Energy:  65.30338482528335
- --- Workload:  576204000000.0
---------------
---- 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 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  3 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  4 in the list of neghbours, And at position 104 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- Neighbour  5 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  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]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
---------------
---- 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]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
---------------
---- 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 '3030-2002'
---- Neighbour  0 in the list of neghbours, And at position 104 in the X datas point
---------------
- --- Configuration:  3000-2000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3742206854.226074
- --- Energy:  34.88131927324178
- --- Workload:  130533000000.0
---------------
---- 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 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  3 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  4 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
---------------
---- Neighbour  5 in the list of neghbours, And at position 28 in the X datas point
---------------
- --- Configuration:  3330-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 140 in the X datas point
---------------
- --- Configuration:  3030-1001
- --- Distance from that configuration:  [0.83375292]
- --- 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
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8823477508.95583
- --- Energy:  65.30338482528335
- --- Workload:  576204000000.0
---------------
---- 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 41 in the X datas point
---------------
- --- 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 :36.9852979298838,   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]
---- Computing the list of the 10 first neighbours of '0033-0011'
-*** 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 '0033-0011'
---- Neighbour  0 in the list of neghbours, And at position 139 in the X datas point
---------------
- --- Configuration:  0033-0011
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8411277841.329655
- --- Energy:  59.541753106093076
- --- Workload:  500822000000.0
---------------
---- 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 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  3 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  4 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  5 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  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 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
---------------
---- 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 154 in the X datas point
---------------
- --- Configuration:  3000-0011
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6788774083.176061
- --- Energy:  41.16379423683102
- --- Workload:  279451000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0033-0011'
---- Neighbour  0 in the list of neghbours, And at position 5 in the X datas point
---------------
- --- 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 6 in the X datas point
---------------
- --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- Neighbour  2 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  3 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  4 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  5 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  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 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  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 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 15 in the X datas point
---------------
- --- Configuration:  0003-1001
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (54.44253148500697 mAh)  it is NOT far from the median.
----  Median :54.44253148500697,   the gap is :  10
---- So No we don't romove this configuration '0033-0011'
- --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '3030-1001'
-*** 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 '3030-1001'
---- Neighbour  0 in the list of neghbours, And at position 140 in the X datas point
---------------
- --- Configuration:  3030-1001
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8447801037.389967
- --- Energy:  43.884169684615244
- --- Workload:  370724000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 138 in the X datas point
---------------
- --- Configuration:  3030-2002
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8823477508.95583
- --- Energy:  65.30338482528335
- --- Workload:  576204000000.0
---------------
---- 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]
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
---------------
---- 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]
- --- Energy efficiency:  10534122128.398308
- --- Energy:  50.34000387088341
- --- Workload:  530288000000.0
---------------
---- 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]
- --- Energy efficiency:  6005284650.492433
- --- Energy:  34.65163368892841
- --- Workload:  208093000000.0
---------------
---- 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]
- --- Energy efficiency:  6591219177.81132
- --- Energy:  41.03159908655608
- --- Workload:  270449000000.0
---------------
---- Neighbour  7 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  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 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3030-1001'
---- 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 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  3 in the list of neghbours, And at position 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6005284650.492433
- --- Energy:  34.65163368892841
- --- Workload:  208093000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 44 in the X datas point
---------------
- --- Configuration:  3000-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 156 in the X datas point
---------------
- --- Configuration:  2000-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6591219177.81132
- --- Energy:  41.03159908655608
- --- Workload:  270449000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 140 in the X datas point
---------------
- --- Configuration:  3030-1001
- --- Distance from that configuration:  [0.83375292]
- --- 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:  [0.83375292]
- --- 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:  [0.83375292]
- --- Energy efficiency:  10534122128.398308
- --- Energy:  50.34000387088341
- --- Workload:  530288000000.0
---------------
---- 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]
- --- Energy efficiency:  8823477508.95583
- --- Energy:  65.30338482528335
- --- Workload:  576204000000.0
---------------
---------------
---- 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
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.46450751429702 mAh)  it is NOT far from the median.
----  Median :36.46450751429702,   the gap is :  10
---- So No we don't romove this configuration '3030-1001'
- --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1]
---- Computing the list of the 10 first neighbours of '0010-0011'
-*** 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 '0010-0011'
---- Neighbour  0 in the list of neghbours, And at position 141 in the X datas point
---------------
- --- Configuration:  0010-0011
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6634071263.19351
- --- Energy:  41.98663362868059
- --- Workload:  278542000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 6 in the X datas point
---------------
- --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- 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 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  4 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  5 in the list of neghbours, And at position 100 in the X datas point
---------------
- --- Configuration:  0110-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
---------------
---- 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 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 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  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 '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:  [1.]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
---------------
---- 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]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
---------------
---- 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]
- --- Energy efficiency:  3321398441.599851
- --- Energy:  35.588916806469584
- --- Workload:  118205000000.0
---------------
---- 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]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 6 in the X datas point
---------------
- --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 99 in the X datas point
---------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
---------------
---- Neighbour  6 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  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]
- --- Energy efficiency:  8964027358.211496
- --- Energy:  50.74428137607953
- --- Workload:  454872000000.0
---------------
---- Neighbour  9 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
---------------
---------------
---- 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 (36.82601141845538 mAh)  it is NOT far from the median.
----  Median :36.82601141845538,   the gap is :  10
---- So No we don't romove this configuration '0010-0011'
- --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '2220-0330'
-*** 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 '2220-0330'
---- Neighbour  0 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 148 in the X datas point
---------------
- --- Configuration:  2220-0300
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6002689204.763734
- --- Energy:  36.30048338737668
- --- Workload:  217901000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 3 in the X datas point
---------------
- --- Configuration:  2222-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- 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 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  7 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  8 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  9 in the list of neghbours, And at position 158 in the X datas point
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2220-0330'
---- Neighbour  0 in the list of neghbours, And at position 158 in the X datas point
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 144 in the X datas point
---------------
- --- Configuration:  3330-0030
- --- Distance from that configuration:  [0.91310072]
- --- 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:  [0.91310072]
- --- Energy efficiency:  6002689204.763734
- --- Energy:  36.30048338737668
- --- Workload:  217901000000.0
---------------
---- 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]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- 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]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 122 in the X datas point
---------------
- --- Configuration:  1110-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9413093613.215984
- --- Energy:  49.7061517933472
- --- Workload:  467887000000.0
---------------
---- Neighbour  8 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  9 in the list of neghbours, And at position 3 in the X datas point
---------------
- --- Configuration:  2222-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 157 in the X datas point
---------------
- --- 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 (42.10385161103808 mAh)  it is NOT far from the median.
----  Median :42.10385161103808,   the gap is :  10
---- So No we don't romove this configuration '2220-0330'
- --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '2002-0010'
-*** 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 '2002-0010'
---- Neighbour  0 in the list of neghbours, And at position 143 in the X datas point
---------------
- --- Configuration:  2002-0010
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7393168712.11001
- --- Energy:  41.1753628489377
- --- Workload:  304417000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 34 in the X datas point
---------------
- --- Configuration:  2000-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
---------------
---- 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 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  4 in the list of neghbours, And at position 7 in the X datas point
---------------
- --- Configuration:  1000-1010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6501654671.113798
- --- Energy:  42.85376093977719
- --- Workload:  278621000000.0
---------------
---- 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 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  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 '2002-0010'
---- 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 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 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  4 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
---------------
---- 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 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  7 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  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 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 37 in the X datas point
---------------
- --- Configuration:  2200-0000
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (41.1753628489377 mAh)  is far from the median.
----  Median :30.07061597004587,   the gap is :  10
---- So yes we remove this configuration '2002-0010'
---- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '3330-0030'
-*** 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 '3330-0030'
---- Neighbour  0 in the list of neghbours, And at position 144 in the X datas point
---------------
- --- Configuration:  3330-0030
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6057595619.146848
- --- Energy:  36.12486526516549
- --- Workload:  218830000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 28 in the X datas point
---------------
- --- Configuration:  3330-3000
- --- 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 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 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 158 in the X datas point
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 22 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9400881802.713095
- --- Energy:  66.34289826476824
- --- Workload:  623684000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 27 in the X datas point
---------------
- --- Configuration:  3300-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5072151352.996373
- --- Energy:  36.711179058531826
- --- Workload:  186205000000.0
---------------
---- Neighbour  7 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  8 in the list of neghbours, And at position 76 in the X datas point
---------------
- --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-0030'
---- Neighbour  0 in the list of neghbours, And at position 158 in the X datas point
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- 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 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  3 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  4 in the list of neghbours, And at position 28 in the X datas point
---------------
- --- Configuration:  3330-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
---------------
---- 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 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- Neighbour  7 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  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 22 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- 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 28 in the X datas point
---------------
- --- Configuration:  3330-3000
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (37.40635012737015 mAh)  it is NOT far from the median.
----  Median :37.40635012737015,   the gap is :  10
---- So No we don't romove this configuration '3330-0030'
- --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '0200-0010'
-*** 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 '0200-0010'
---- Neighbour  0 in the list of neghbours, And at position 145 in the X datas point
---------------
- --- Configuration:  0200-0010
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3751444306.0578322
- --- Energy:  34.495214714826176
- --- Workload:  129407000000.0
---------------
---- Neighbour  1 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  2 in the list of neghbours, And at position 6 in the X datas point
---------------
- --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 37 in the X datas point
---------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
---------------
---- Neighbour  4 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  5 in the list of neghbours, And at position 100 in the X datas point
---------------
- --- Configuration:  0110-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5194211570.625695
- --- Energy:  35.648662348871625
- --- Workload:  185167000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- 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]
- --- Energy efficiency:  8236960890.90969
- --- Energy:  61.00540758755291
- --- Workload:  502499000000.0
---------------
---- 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 '0200-0010'
---- 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 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  2 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  3 in the list of neghbours, And at position 145 in the X datas point
---------------
- --- Configuration:  0200-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3751444306.0578322
- --- Energy:  34.495214714826176
- --- Workload:  129407000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 132 in the X datas point
---------------
- --- Configuration:  0300-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3550266447.4968843
- --- Energy:  34.61491775303547
- --- Workload:  122892000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 100 in the X datas point
---------------
- --- Configuration:  0110-0010
- --- 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 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  8 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  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 132 in the X datas point
---------------
- --- Configuration:  0300-0010
- --- Energy efficiency:  3550266447.4968843
- --- Energy:  34.61491775303547
- --- Workload:  122892000000.0
---------------
---- 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
---- So No we don't romove this configuration '0200-0010'
- --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '2022-0330'
-*** 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 '2022-0330'
---- Neighbour  0 in the list of neghbours, And at position 146 in the X datas point
---------------
- --- Configuration:  2022-0330
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  10619025470.794495
- --- Energy:  49.81557674440745
- --- Workload:  528993000000.0
---------------
---- 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]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- 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]
- --- Energy efficiency:  7249844128.351241
- --- Energy:  42.05401520354165
- --- Workload:  304885000000.0
---------------
---- 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]
- --- Energy efficiency:  10000990098.019703
- --- Energy:  50.66357196918862
- --- Workload:  506686000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- 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]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
---------------
---- 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]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- 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]
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
---------------
---- 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
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 12 in the X datas point
---------------
- --- Configuration:  0022-0030
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  7249844128.351241
- --- Energy:  42.05401520354165
- --- Workload:  304885000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 157 in the X datas point
---------------
- --- Configuration:  2020-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
---------------
---- 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]
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
---------------
---- 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 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  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 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 185 in the X datas point
---------------
- --- 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 (42.76899541535147 mAh)  it is NOT far from the median.
----  Median :42.76899541535147,   the gap is :  10
---- So No we don't romove this configuration '2022-0330'
- --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1]
---- Computing the list of the 10 first neighbours of '0022-1111'
-*** 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, 1, 1, 1, 0, 2.0, 0, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '2220-0300'
-*** 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 '2220-0300'
---- Neighbour  0 in the list of neghbours, And at position 148 in the X datas point
---------------
- --- Configuration:  2220-0300
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6002689204.763734
- --- Energy:  36.30048338737668
- --- Workload:  217901000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- Neighbour  2 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  3 in the list of neghbours, And at position 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- 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]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- 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]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---- 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]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
---------------
---- 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 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
---------------
---- 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:  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 148 in the X datas point
---------------
- --- Configuration:  2220-0300
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6002689204.763734
- --- Energy:  36.30048338737668
- --- Workload:  217901000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 28 in the X datas point
---------------
- --- Configuration:  3330-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
---------------
---- 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]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- 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]
- --- Energy efficiency:  9750580159.519491
- --- Energy:  43.43833566298026
- --- Workload:  423547000000.0
---------------
---- 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]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- 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 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  8 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  9 in the list of neghbours, And at position 23 in the X datas point
---------------
- --- Configuration:  3333-3300
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9963434196.49885
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 108 in the X datas point
---------------
- --- 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 (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 
-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 '3330-0101'
---- Neighbour  0 in the list of neghbours, And at position 149 in the X datas point
---------------
- --- Configuration:  3330-0101
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8262619084.997563
- --- Energy:  42.07329975259821
- --- Workload:  347637000000.0
---------------
---- Neighbour  1 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  2 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  3 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  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]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 19 in the X datas point
---------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1980229389.772511
- --- Energy:  30.277288658122774
- --- Workload:  59956000000.0
---------------
---- 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 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 '3330-0101'
---- 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:  [0.83375292]
- --- 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:  [0.83375292]
- --- 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 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:  [0.83375292]
- --- Energy efficiency:  8296551953.00833
- --- Energy:  59.045602086542516
- --- Workload:  489874000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 11 in the X datas point
---------------
- --- Configuration:  3303-0001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 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  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 '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]
---- Computing the list of the 10 first neighbours of '0001-0220'
-*** 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 '0001-0220'
---- 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 58 in the X datas point
---------------
- --- Configuration:  0001-0020
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 75 in the X datas point
---------------
- --- Configuration:  0001-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 57 in the X datas point
---------------
- --- Configuration:  0101-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
---------------
---- Neighbour  4 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  5 in the list of neghbours, And at position 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Neighbour  6 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  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 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 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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0001-0220'
---- Neighbour  0 in the list of neghbours, And at position 58 in the X datas point
---------------
- --- 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 75 in the X datas point
---------------
- --- Configuration:  0001-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Neighbour  3 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  4 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  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 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  7 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  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 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 93 in the X datas point
---------------
- --- Configuration:  0101-0330
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
---------------
---- 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
---- So No we don't romove this configuration '0001-0220'
- --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0]
---- Computing the list of the 10 first neighbours of '1100-0020'
-*** 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 '1100-0020'
---- Neighbour  0 in the list of neghbours, And at position 151 in the X datas point
---------------
- --- Configuration:  1100-0020
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5236287472.182222
- --- Energy:  35.478097414979636
- --- Workload:  185774000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 36 in the X datas point
---------------
- --- Configuration:  1100-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2018619748.5607243
- --- Energy:  30.059275323795035
- --- Workload:  60678300000.0
---------------
---- 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]
- --- Energy efficiency:  5821399464.43125
- --- Energy:  36.31061849927073
- --- Workload:  211379000000.0
---------------
---- Neighbour  3 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  4 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  5 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
---------------
---- Neighbour  6 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
---------------
---- Neighbour  7 in the list of neghbours, And at position 42 in the X datas point
---------------
- --- Configuration:  1100-1000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5947637003.818383
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
---------------
---- Neighbour  8 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  9 in the list of neghbours, And at position 58 in the X datas point
---------------
- --- Configuration:  0001-0020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '1100-0020'
---- 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 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  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 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
---------------
---- Neighbour  4 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  5 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  6 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  7 in the list of neghbours, And at position 42 in the X datas point
---------------
- --- Configuration:  1100-1000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5947637003.818383
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
---------------
---- Neighbour  8 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  9 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 151 in the X datas point
---------------
- --- Configuration:  1100-0020
- --- Energy efficiency:  5236287472.182222
- --- Energy:  35.478097414979636
- --- Workload:  185774000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (35.478097414979636 mAh)  it is NOT far from the median.
----  Median :35.478097414979636,   the gap is :  10
---- So No we don't romove this configuration '1100-0020'
- --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '1100-1001'
-*** 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 '1100-1001'
---- Neighbour  0 in the list of neghbours, And at position 152 in the X datas point
---------------
- --- Configuration:  1100-1001
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7522756337.9222145
- --- Energy:  41.562953026807364
- --- Workload:  312668000000.0
---------------
---- Neighbour  1 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  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]
- --- Energy efficiency:  2018619748.5607243
- --- Energy:  30.059275323795035
- --- Workload:  60678300000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 46 in the X datas point
---------------
- --- Configuration:  1000-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4062233415.93208
- --- Energy:  36.86022362180361
- --- Workload:  149735000000.0
---------------
---- 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]
- --- Energy efficiency:  7487495881.877265
- --- Energy:  41.820066635010036
- --- Workload:  313127000000.0
---------------
---- 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]
- --- Energy efficiency:  6591219177.81132
- --- Energy:  41.03159908655608
- --- Workload:  270449000000.0
---------------
---- 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]
- --- Energy efficiency:  5023055826.242454
- --- Energy:  35.164198939696966
- --- Workload:  176632000000.0
---------------
---- 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 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
---------------
---- 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
---------------
- --- 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 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 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 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:  [0.83375292]
- --- 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:  [0.83375292]
- --- 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:  [0.83375292]
- --- 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:  [0.83375292]
- --- 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 (36.86022362180361 mAh)  it is NOT far from the median.
----  Median :36.86022362180361,   the gap is :  10
---- So No we don't romove this configuration '1100-1001'
- --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1]
---- Computing the list of the 10 first neighbours of '0220-2022'
-*** 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 '0220-2022'
---- Neighbour  0 in the list of neghbours, And at position 153 in the X datas point
---------------
- --- Configuration:  0220-2022
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  10070047248.66169
- --- Energy:  83.48428558869355
- --- Workload:  840691000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 76 in the X datas point
---------------
- --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
---- 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]
- --- Energy efficiency:  7282684688.88371
- --- Energy:  43.18443043197562
- --- Workload:  314499000000.0
---------------
---- 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]
- --- Energy efficiency:  5821399464.43125
- --- Energy:  36.31061849927073
- --- Workload:  211379000000.0
---------------
---- 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]
- --- Energy efficiency:  8754497623.153894
- --- Energy:  65.93701913313123
- --- Workload:  577244000000.0
---------------
---- 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]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- 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 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 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 '0220-2022'
---- 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:  [0.83375292]
- --- Energy efficiency:  4244013818.5089927
- --- Energy:  35.41951635507749
- --- Workload:  150321000000.0
---------------
---- 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]
- --- Energy efficiency:  5821399464.43125
- --- Energy:  36.31061849927073
- --- Workload:  211379000000.0
---------------
---- 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 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  5 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
---------------
---- 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]
- --- Energy efficiency:  8376542330.856669
- --- Energy:  48.301162810596125
- --- Workload:  404596000000.0
---------------
---- Neighbour  7 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  8 in the list of neghbours, And at position 153 in the X datas point
---------------
- --- Configuration:  0220-2022
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10070047248.66169
- --- Energy:  83.48428558869355
- --- Workload:  840691000000.0
---------------
---- 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 105 in the X datas point
---------------
- --- 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 :41.820066635010036,   the gap is :  10
---- So yes we remove this configuration '0220-2022'
---- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1]
---- Computing the list of the 10 first neighbours of '3000-0011'
-*** 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 '3000-0011'
---- Neighbour  0 in the list of neghbours, And at position 154 in the X datas point
---------------
- --- Configuration:  3000-0011
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6788774083.176061
- --- Energy:  41.16379423683102
- --- Workload:  279451000000.0
---------------
---- 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]
- --- 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:  [0.83375292]
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
---------------
---- 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]
- --- Energy efficiency:  8308684236.764266
- --- Energy:  64.3370683100252
- --- Workload:  534556000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 4 in the X datas point
---------------
- --- Configuration:  3000-1110
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8096707069.234942
- --- Energy:  49.41467631934382
- --- Workload:  400095000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 11 in the X datas point
---------------
- --- Configuration:  3303-0001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 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  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 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 '3000-0011'
---- 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 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:  [0.83375292]
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 19 in the X datas point
---------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1980229389.772511
- --- Energy:  30.277288658122774
- --- Workload:  59956000000.0
---------------
---- 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]
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
---------------
---- 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]
- --- Energy efficiency:  6788774083.176061
- --- Energy:  41.16379423683102
- --- Workload:  279451000000.0
---------------
---- 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]
- --- Energy efficiency:  8096707069.234942
- --- Energy:  49.41467631934382
- --- Workload:  400095000000.0
---------------
---- 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]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- 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]
- --- Energy efficiency:  8308684236.764266
- --- Energy:  64.3370683100252
- --- Workload:  534556000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 197 in the X datas point
---------------
- --- 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 (34.55029567760096 mAh)  it is NOT far from the median.
----  Median :34.55029567760096,   the gap is :  10
---- So No we don't romove this configuration '3000-0011'
- --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '1111-2002'
-*** 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 '1111-2002'
---- Neighbour  0 in the list of neghbours, And at position 155 in the X datas point
---------------
- --- Configuration:  1111-2002
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  10098612955.510561
- --- Energy:  67.2428641168314
- --- Workload:  679060000000.0
---------------
---- Neighbour  1 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  2 in the list of neghbours, And at position 118 in the X datas point
---------------
- --- Configuration:  1001-2002
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
---------------
---- 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]
- --- Energy efficiency:  6681499595.769274
- --- Energy:  37.38840673928198
- --- Workload:  249811000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 47 in the X datas point
---------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
---------------
---- Neighbour  5 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  6 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  7 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  8 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  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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '1111-2002'
---- 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 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 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  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 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 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  6 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  7 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
---------------
---- 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
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10098612955.510561
- --- Energy:  67.2428641168314
- --- Workload:  679060000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 54 in the X datas point
---------------
- --- Configuration:  1001-0002
- --- Energy efficiency:  7043096708.760907
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (67.2428641168314 mAh)  is far from the median.
----  Median :47.6050128004243,   the gap is :  10
---- So yes we remove this configuration '1111-2002'
---- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '2000-1001'
-*** 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 '2000-1001'
---- Neighbour  0 in the list of neghbours, And at position 156 in the X datas point
---------------
- --- Configuration:  2000-1001
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6591219177.81132
- --- Energy:  41.03159908655608
- --- Workload:  270449000000.0
---------------
---- 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 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  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 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  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 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  7 in the list of neghbours, And at position 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6005284650.492433
- --- Energy:  34.65163368892841
- --- Workload:  208093000000.0
---------------
---- Neighbour  8 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  9 in the list of neghbours, And at position 152 in the X datas point
---------------
- --- Configuration:  1100-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7522756337.9222145
- --- Energy:  41.562953026807364
- --- Workload:  312668000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2000-1001'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
---------------
- --- 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 130 in the X datas point
---------------
- --- Configuration:  2020-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6005284650.492433
- --- Energy:  34.65163368892841
- --- Workload:  208093000000.0
---------------
---- Neighbour  2 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  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 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  5 in the list of neghbours, And at position 156 in the X datas point
---------------
- --- Configuration:  2000-1001
- --- Distance from that configuration:  [0.83375292]
- --- 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:  [0.83375292]
- --- Energy efficiency:  7522756337.9222145
- --- Energy:  41.562953026807364
- --- Workload:  312668000000.0
---------------
---- Neighbour  7 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  8 in the list of neghbours, And at position 80 in the X datas point
---------------
- --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
---------------
---- Neighbour  9 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
---------------
---------------
---- 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 (36.86022362180361 mAh)  it is NOT far from the median.
----  Median :36.86022362180361,   the gap is :  10
---- So No we don't romove this configuration '2000-1001'
- --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '2020-0220'
-*** 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 '2020-0220'
---- Neighbour  0 in the list of neghbours, And at position 157 in the X datas point
---------------
- --- Configuration:  2020-0220
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 3 in the X datas point
---------------
- --- Configuration:  2222-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 88 in the X datas point
---------------
- --- Configuration:  2020-0022
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8754497623.153894
- --- Energy:  65.93701913313123
- --- Workload:  577244000000.0
---------------
---- 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 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- 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 158 in the X datas point
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- 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]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- 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
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 6 in the X datas point
---------------
- --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- 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]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- 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]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
---------------
---- 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 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- 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 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  8 in the list of neghbours, And at position 3 in the X datas point
---------------
- --- Configuration:  2222-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- 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 157 in the X datas point
---------------
- --- 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 (42.10385161103808 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]
---- Computing the list of the 10 first neighbours of '2020-0030'
-*** 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 '2020-0030'
---- Neighbour  0 in the list of neghbours, And at position 158 in the X datas point
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- Neighbour  1 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  2 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  3 in the list of neghbours, And at position 88 in the X datas point
---------------
- --- Configuration:  2020-0022
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8754497623.153894
- --- Energy:  65.93701913313123
- --- Workload:  577244000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- Neighbour  5 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  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 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  8 in the list of neghbours, And at position 76 in the X datas point
---------------
- --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
---- 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]
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2020-0030'
---- Neighbour  0 in the list of neghbours, And at position 158 in the X datas point
---------------
- --- Configuration:  2020-0030
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5336236245.851076
- --- Energy:  35.10473595313148
- --- Workload:  187327000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 144 in the X datas point
---------------
- --- Configuration:  3330-0030
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6057595619.146848
- --- Energy:  36.12486526516549
- --- Workload:  218830000000.0
---------------
---- 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]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
---- Neighbour  3 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  4 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  5 in the list of neghbours, And at position 142 in the X datas point
---------------
- --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8252186829.509821
- --- Energy:  42.07453960416718
- --- Workload:  347206000000.0
---------------
---- 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]
- --- Energy efficiency:  7467367603.572389
- --- Energy:  42.10385161103808
- --- Workload:  314406000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 98 in the X datas point
---------------
- --- Configuration:  1011-3030
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
---------------
---- 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]
- --- Energy efficiency:  10619025470.794495
- --- Energy:  49.81557674440745
- --- Workload:  528993000000.0
---------------
---- 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 12 in the X datas point
---------------
- --- 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 (42.05401520354165 mAh)  it is NOT far from the median.
----  Median :42.05401520354165,   the gap is :  10
---- So No we don't romove this configuration '2020-0030'
- --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '1111-3330'
-*** 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 '1111-3330'
---- Neighbour  0 in the list of neghbours, And at position 159 in the X datas point
---------------
- --- Configuration:  1111-3330
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  10965958375.4152
- --- Energy:  49.989818506242955
- --- Workload:  548186000000.0
---------------
---- 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 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  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]
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
---------------
---- 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]
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
---------------
---- 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 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  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
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '1111-3330'
---- 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:  [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]
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
---------------
---- 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 113 in the X datas point
---------------
- --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9571301409.852697
- --- 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 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:  [0.83375292]
- --- 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 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 113 in the X datas point
---------------
- --- 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 (49.20594289132612 mAh)  it is NOT far from the median.
----  Median :49.20594289132612,   the gap is :  10
---- So No we don't romove this configuration '1111-3330'
- --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]
---- Computing the list of the 10 first neighbours of '0222-2220'
-*** 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 '0222-2220'
---- Neighbour  0 in the list of neghbours, And at position 160 in the X datas point
---------------
- --- Configuration:  0222-2220
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 3 in the X datas point
---------------
- --- Configuration:  2222-0220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 57 in the X datas point
---------------
- --- Configuration:  0101-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
---------------
---- Neighbour  3 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  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 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- Neighbour  6 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  7 in the list of neghbours, And at position 76 in the X datas point
---------------
- --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- 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 '0222-2220'
---- Neighbour  0 in the list of neghbours, And at position 76 in the X datas point
---------------
- --- Configuration:  0220-0020
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5040602049.508794
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 81 in the X datas point
---------------
- --- Configuration:  0101-2020
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8367150566.874451
- --- Energy:  43.37670883350873
- --- Workload:  362938000000.0
---------------
---- 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 57 in the X datas point
---------------
- --- Configuration:  0101-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
---- Neighbour  6 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  7 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  8 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  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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 57 in the X datas point
---------------
- --- Configuration:  0101-2220
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (48.9191931692468 mAh)  it is NOT far from the median.
----  Median :48.9191931692468,   the gap is :  10
---- So No we don't romove this configuration '0222-2220'
- --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0]
---- Computing the list of the 10 first neighbours of '0303-0100'
-*** 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 '0303-0100'
---- Neighbour  0 in the list of neghbours, And at position 2 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 161 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 56 in the X datas point
---------------
- --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
---------------
---- 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]
- --- Energy efficiency:  6928278461.367919
- --- Energy:  53.6166443408558
- --- Workload:  371471000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 131 in the X datas point
---------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- 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]
- --- Energy efficiency:  8236960890.90969
- --- Energy:  61.00540758755291
- --- Workload:  502499000000.0
---------------
---- 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]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- 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]
- --- Energy efficiency:  1980229389.772511
- --- Energy:  30.277288658122774
- --- Workload:  59956000000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0100'
---- Neighbour  0 in the list of neghbours, And at position 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:  [1.]
- --- Energy efficiency:  1980229389.772511
- --- Energy:  30.277288658122774
- --- Workload:  59956000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- 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]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- 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]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
---------------
---- 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]
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
---------------
---- 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 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 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  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 56 in the X datas point
---------------
- --- 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 (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]
---- Computing the list of the 10 first neighbours of '0100-0200'
-*** 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 '0100-0200'
---- Neighbour  0 in the list of neghbours, And at position 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 162 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 67 in the X datas point
---------------
- --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
---------------
---- Neighbour  4 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
---------------
---- Neighbour  5 in the list of neghbours, And at position 111 in the X datas point
---------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 131 in the X datas point
---------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- 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:  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 '0100-0200'
---- 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:  30.027102694886654
- --- Workload:  0.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 16 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 162 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4197888462.103562
- --- Energy:  35.26956535624208
- --- Workload:  148058000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 111 in the X datas point
---------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
---- Neighbour  6 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
---------------
---- Neighbour  7 in the list of neghbours, And at position 72 in the X datas point
---------------
- --- Configuration:  0101-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5549420363.04308
- --- Energy:  37.334916995372765
- --- Workload:  207187000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 131 in the X datas point
---------------
- --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7512075661.626064
- --- Energy:  40.5630522502661
- --- Workload:  304712000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 67 in the X datas point
---------------
- --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 112 in the X datas point
---------------
- --- Configuration:  0200-0100
- --- Energy efficiency:  4242843383.922169
- --- Energy:  35.404255909220375
- --- Workload:  150215000000.0
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (35.404255909220375 mAh)  it is NOT far from the median.
----  Median :35.404255909220375,   the gap is :  10
---- So No we don't romove this configuration '0100-0200'
- --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 0, 0, 1.0, 0, 0, 0, 1]
---- Computing the list of the 10 first neighbours of '2200-0002'
-*** 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 '2200-0002'
---- Neighbour  0 in the list of neghbours, And at position 163 in the X datas point
---------------
- --- Configuration:  2200-0002
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6207016411.351391
- --- Energy:  47.115411060327354
- --- Workload:  292447000000.0
---------------
---- Neighbour  1 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  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 136 in the X datas point
---------------
- --- Configuration:  2000-0022
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8308684236.764266
- --- Energy:  64.3370683100252
- --- Workload:  534556000000.0
---------------
---- 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]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 19 in the X datas point
---------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1980229389.772511
- --- Energy:  30.277288658122774
- --- Workload:  59956000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 34 in the X datas point
---------------
- --- Configuration:  2000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 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  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 '2200-0002'
---- 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:  [0.83375292]
- --- 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:  [0.83375292]
- --- 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:  [0.83375292]
- --- 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:  [0.83375292]
- --- 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:  [0.76130039]
- --- Energy efficiency:  5065035050.042546
- --- Energy:  35.13598057141005
- --- Workload:  177965000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 43 in the X datas point
---------------
- --- Configuration:  2200-2000
- --- Distance from that configuration:  [0.76130039]
- --- 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
---------------
- --- Configuration:  2200-0002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6207016411.351391
- --- Energy:  47.115411060327354
- --- Workload:  292447000000.0
---------------
---- 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]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
---- 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]
- --- Energy efficiency:  8308684236.764266
- --- Energy:  64.3370683100252
- --- Workload:  534556000000.0
---------------
---------------
---- 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
---------------
---- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (47.115411060327354 mAh)  is far from the median.
----  Median :30.508250558695604,   the gap is :  10
---- So yes we remove this configuration '2200-0002'
---- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1.0, 0, 0, 0, 1] is  an abberant point. we don't add it
- --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]
---- Computing the list of the 10 first neighbours of '2200-1000'
-*** 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 '2200-1000'
---- Neighbour  0 in the list of neghbours, And at position 164 in the X datas point
---------------
- --- Configuration:  2200-1000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5023055826.242454
- --- Energy:  35.164198939696966
- --- Workload:  176632000000.0
---------------
---- Neighbour  1 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  2 in the list of neghbours, And at position 40 in the X datas point
---------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 42 in the X datas point
---------------
- --- Configuration:  1100-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5947637003.818383
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 43 in the X datas point
---------------
- --- Configuration:  2200-2000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5035525633.343237
- --- Energy:  36.93355197432356
- --- Workload:  185980000000.0
---------------
---- 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 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  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 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  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
---------------
---- 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:  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 '0220-2000'
---- Neighbour  0 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  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 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  3 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  4 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  5 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  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 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 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  9 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 76 in the X datas point
---------------
- --- 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 (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. 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 '0303-1001'
---- Neighbour  0 in the list of neghbours, And at position 201 in the X datas point
---------------
- --- Configuration:  0303-1001
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  8479966080.135679
- --- Energy:  59.193870361299275
- --- Workload:  501963000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 15 in the X datas point
---------------
- --- Configuration:  0003-1001
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 77 in the X datas point
---------------
- --- Configuration:  0303-1000
- --- Distance from that configuration:  [0.91310072]
- --- 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:  [0.91310072]
- --- Energy efficiency:  8895689149.038376
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 0 in the X datas point
---------------
- --- Configuration:  0303-1010
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8236960890.90969
- --- Energy:  61.00540758755291
- --- Workload:  502499000000.0
---------------
---- 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 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  7 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  8 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  9 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
---------------
---- 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:  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 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
---------------
- --- 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 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  4 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  5 in the list of neghbours, And at position 15 in the X datas point
---------------
- --- 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 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
- --- 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 0 in the X datas point
---------------
- --- 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 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
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 77 in the X datas point
---------------
- --- 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 (53.6166443408558 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:  0020-0202
- --- Energy:  66.44909360627778
- --- Configuration:  3333-0000
- --- Energy:  59.045602086542516
- --- Configuration:  3333-3000
- --- Energy:  66.34289826476824
- --- Configuration:  3333-3300
- --- Energy:  75.09852863759252
- --- Configuration:  3000-0202
- --- Energy:  64.35822134376
- --- Configuration:  0001-2002
- --- Energy:  65.1809584910712
- --- Configuration:  1101-0202
- --- Energy:  65.015157087009
- --- Configuration:  3003-1101
- --- Energy:  67.46193459835338
- --- Configuration:  3003-0002
- --- Energy:  65.80063109114849
- --- Configuration:  2020-0022
- --- Energy:  65.93701913313123
- --- Configuration:  3303-1011
- --- Energy:  73.37868558375581
- --- Configuration:  3330-2202
- --- Energy:  84.88778487940925
- --- Configuration:  0011-2022
- --- Energy:  84.69065283515172
- --- Configuration:  3003-3330
- --- Energy:  65.99051868650201
- --- Configuration:  1001-2002
- --- Energy:  65.10994999301121
- --- Configuration:  0333-0030
- --- Energy:  58.764018507515395
- --- Configuration:  3333-1101
- --- Energy:  79.26313007840331
- --- Configuration:  3333-3000
- --- Energy:  64.97706889442466
- --- Configuration:  2000-0022
- --- Energy:  64.3370683100252
- --- Configuration:  3030-2002
- --- Energy:  65.30338482528335
- --- Configuration:  2002-0010
- --- Energy:  41.1753628489377
- --- Configuration:  0220-2022
- --- Energy:  83.48428558869355
- --- Configuration:  1111-2002
- --- Energy:  67.2428641168314
- --- Configuration:  2200-0002
- --- Energy:  47.115411060327354
- --- Configuration:  3333-1111
- --- Energy:  83.54140347554512
- --- Configuration:  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', '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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 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, 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-final_y : 
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- --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'X_9' 'y']
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 8.23696089e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
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- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
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- --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
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- --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
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- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
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- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
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- 0.00000000e+00 0.00000000e+00 6.53278806e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
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- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
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- --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
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- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
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- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
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- --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
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- --- Actual line: [0.         0.         0.         0.         0.         0.
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- --- Actual line: [0.         0.         0.         0.         0.         0.
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- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
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- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
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- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
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- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
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- --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
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- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
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- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
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- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
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- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
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- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
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- --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
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- --- Actual line: [0.         0.         0.         0.         0.         0.
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- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
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- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
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- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 1.00000000e+00 8.26261908e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 9.24334017e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 5.23628747e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 7.52275634e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 6.78877408e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 6.59121918e+09]
- --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00
- 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
- 7.4673676e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 5.33623625e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.09659584e+10]
- --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.14148736e+10]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 7.19227837e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 4.19788846e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.02305583e+09]
- --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 9.96979153e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.06503505e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.12744259e+09]
- --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
- 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
- 1.0475526e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 7.50401465e+09]
- --- Actual line: [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
- 1.00000000e+00 0.00000000e+00 8.23696089e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 6.95623139e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.12859684e+10]
- --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 9.94906081e+08]
- --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 3.99867244e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 6.50165467e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 6.53278806e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 8.96402736e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 8.32112901e+09]
- --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 7.24984413e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 7.65005585e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 9.34012049e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 6.80614731e+09]
- --- Actual line: [0.         0.         0.         0.         0.         0.
- 0.         0.         0.         0.         0.08333333]
- --- Actual line: [0.         0.         0.         0.         0.         0.
- 0.         0.         0.         0.         0.08333333]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.01698776e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.98022939e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.37724029e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 3.30772055e+09]
- --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
- 2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
- 5.7896169e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 7.66577233e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.07215135e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.82295876e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 4.14998029e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 6.61113315e+09]
- --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
- 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
- 8.2244282e+09]
- --- Actual line: [0.         0.         0.         0.         0.         0.
- 0.         0.         0.         0.         0.08333333]
- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 9.97516185e+08]
- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.01499657e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.01012244e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 2.01861975e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.99885665e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 2.90539736e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 3.02905469e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
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- 1.00000000e+00 1.00000000e+00 6.78877408e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 6.59121918e+09]
- --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00
- 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
- 7.4673676e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 5.33623625e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.09659584e+10]
- --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.14148736e+10]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 7.19227837e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 4.19788846e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.02305583e+09]
- --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 9.96979153e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.06503505e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.12744259e+09]
- --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
- 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
- 1.0475526e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 7.50401465e+09]
- --- Actual line: [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]
- --- Checking value  [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0]
- --- Retained configurations  []
- --- Answer : we add the configuration, it is  not yet present
- --- Checking value  [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0]]
- --- Answer : we add the configuration, it is  not yet present
- --- Checking value  [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0]]
- --- Answer : we add the configuration, it is  not yet present
- --- Checking value  [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0]]
- --- Answer : we add the configuration, it is  not yet present
- --- Checking value  [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, 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, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 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 [13, 14, 26]
- --- Position:  13
---------------
- --- Configuration:  0000-0000
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
---------------
- --- Position:  14
---------------
- --- Configuration:  0000-0000
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
---------------
- --- Position:  26
---------------
- --- Configuration:  0000-0000
- --- Energy efficiency:  0.08333333333333333
- --- 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 14 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
---------------
----  Duplicate  1 in the list of duplicate, And at position 26 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  48.682465076838824
- --- Workload:  373189000000.0
---------------
----  Duplicate  2 in the list of duplicate, And at position 13 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
---------------
---------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 14 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Energy efficiency:  0.08333333333333333
- --- 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 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 [15, 29]
- --- Position:  15
---------------
- --- Configuration:  3000-0000
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
- --- Position:  29
---------------
- --- Configuration:  3000-0000
- --- Energy efficiency:  1010122436.9405816
- --- 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 15 in the X datas point
---------------
- --- Configuration:  3000-0000
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
----  Duplicate  1 in the list of duplicate, And at position 29 in the X datas point
---------------
- --- Configuration:  3000-0000
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
---------------
---------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 15 in the X datas point
---------------
- --- Configuration:  3000-0000
- --- Energy efficiency:  1016987763.6032282
- --- 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 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 [16, 43]
- --- Position:  16
---------------
- --- Configuration:  3300-0000
- --- Energy efficiency:  1980229389.772511
- --- Energy:  30.299284062105812
- --- Workload:  0.0
---------------
- --- Position:  43
---------------
- --- Configuration:  3300-0000
- --- Energy efficiency:  2075033200.5312083
- --- 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 43 in the X datas point
---------------
- --- Configuration:  3300-0000
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  36.93355197432356
- --- Workload:  185980000000.0
---------------
----  Duplicate  1 in the list of duplicate, And at position 16 in the X datas point
---------------
- --- Configuration:  3300-0000
- --- 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 43 in the X datas point
---------------
- --- Configuration:  3300-0000
- --- 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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 [24, 55]
- --- Position:  24
---------------
- --- Configuration:  3000-3300
- --- Energy efficiency:  6611133148.221605
- --- Energy:  35.59789292409111
- --- Workload:  117748000000.0
---------------
- --- Position:  55
---------------
- --- Configuration:  3000-3300
- --- Energy efficiency:  6473246073.976255
- --- 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 55 in the X datas point
---------------
- --- Configuration:  3000-3300
- --- Energy efficiency:  6473246073.976255
- --- Energy:  47.4541739001796
- --- Workload:  424732000000.0
---------------
----  Duplicate  1 in the list of duplicate, And at position 24 in the X datas point
---------------
- --- Configuration:  3000-3300
- --- 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 55 in the X datas point
---------------
- --- Configuration:  3000-3300
- --- 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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 [33, 76]
- --- Position:  33
---------------
- --- Configuration:  2220-0000
- --- Energy efficiency:  3029054692.61153
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
---------------
- --- Position:  76
---------------
- --- Configuration:  2220-0000
- --- Energy efficiency:  2991522026.5766816
- --- 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 76 in the X datas point
---------------
- --- Configuration:  2220-0000
- --- Energy efficiency:  2991522026.5766816
- --- Energy:  36.67117347490831
- --- Workload:  184845000000.0
---------------
----  Duplicate  1 in the list of duplicate, And at position 33 in the X datas point
---------------
- --- Configuration:  2220-0000
- --- Energy efficiency:  3029054692.61153
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
---------------
---------------
---- 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:  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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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]]
+ --- Configuration:  3333-0000
+ --- Energy:  59.045602086542516
+ --- Configuration:  3333-3000
+ --- Energy:  66.34289826476824
+ --- Configuration:  3333-3300
+ --- Energy:  75.09852863759252
+ --- Configuration:  2002-0100
+ --- Energy:  42.016301664202444
+ --- Configuration:  3003-1101
+ --- Energy:  67.46193459835338
+ --- Configuration:  3003-0002
+ --- Energy:  65.80063109114849
+ --- Configuration:  2020-0022
+ --- Energy:  65.93701913313123
+final_X_user friendly : 
+  ['0303-1010', '0303-0100', '0030-0000', '0020-0010', '0010-3300', '3303-0001', '0022-0030', '0011-1100', '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', '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']
+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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 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], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
+final_y : 
+  [8236960890.90969, 6956231392.081026, 994906080.8659663, 3998672440.749671, 6532788063.289651, 8321129010.784183, 7249844128.351241, 7650055845.407672, 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, 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]
+ --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'X_9' 'y']
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.23696089e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.95623139e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 9.94906081e+08]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 3.99867244e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.53278806e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.32112901e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 7.24984413e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 7.65005585e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 6.80614731e+09]
+ --- Actual line: [0.         0.         0.         0.         0.         0.
+ 0.         0.         0.         0.         0.08333333]
+ --- Actual line: [0.         0.         0.         0.         0.         0.
+ 0.         0.         0.         0.         0.08333333]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.01698776e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.98022939e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.37724029e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 3.30772055e+09]
+ --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
+ 2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 5.7896169e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 7.66577233e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.07215135e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.82295876e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.14998029e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.61113315e+09]
+ --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
+ 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
+ 8.2244282e+09]
+ --- Actual line: [0.         0.         0.         0.         0.         0.
+ 0.         0.         0.         0.         0.08333333]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 9.97516185e+08]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.01499657e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.01012244e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.01861975e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.99885665e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.90539736e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 3.02905469e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.05839922e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.02669173e+09]
+ --- Actual line: [0.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00
+ 0.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+ 5.947637e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.03552563e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.32660051e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.05901812e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.06223342e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.15349662e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.44342352e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.51911731e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.44857583e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.53949528e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.47324607e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 3.14516839e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 3.33104602e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.72413122e+09]
+ --- Actual line: [0.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 1.000000e+00
+ 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00
+ 9.166575e+09]
+ --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 6.5400085e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 3.32139844e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.54942036e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 9.22994564e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 7.26300805e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.38542635e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 5.04060205e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.92827846e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 5.82139946e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.80910267e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.79577099e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.36715057e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.89568915e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 7.28268469e+09]
+ --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00
+ 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00
+ 9.0806727e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.99152203e+09]
+--- Size of X after removing aberrants points from the dataset:  63
+--- Number of abberant points removed :  14
+*** Ratio energy by wokload :  [8236960890.90969, 6956231392.081026, 994906080.8659663, 3998672440.749671, 6532788063.289651, 8321129010.784183, 7249844128.351241, 7650055845.407672, 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, 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]
+--- Size of X before removing duplicates:  63
+ --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'X_9' 'y']
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.23696089e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.95623139e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 9.94906081e+08]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 3.99867244e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.53278806e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.32112901e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 7.24984413e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 7.65005585e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 6.80614731e+09]
+ --- Actual line: [0.         0.         0.         0.         0.         0.
+ 0.         0.         0.         0.         0.08333333]
+ --- Actual line: [0.         0.         0.         0.         0.         0.
+ 0.         0.         0.         0.         0.08333333]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.01698776e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.98022939e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.37724029e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 3.30772055e+09]
+ --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
+ 2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 5.7896169e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 7.66577233e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.07215135e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.82295876e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.14998029e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.61113315e+09]
+ --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
+ 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
+ 8.2244282e+09]
+ --- Actual line: [0.         0.         0.         0.         0.         0.
+ 0.         0.         0.         0.         0.08333333]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 9.97516185e+08]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.01499657e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.01012244e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.01861975e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.99885665e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.90539736e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 3.02905469e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.05839922e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.02669173e+09]
+ --- Actual line: [0.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00
+ 0.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+ 5.947637e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.03552563e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.32660051e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.05901812e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.06223342e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.15349662e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.44342352e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.51911731e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.44857583e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.53949528e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.47324607e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 3.14516839e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 3.33104602e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.72413122e+09]
+ --- Actual line: [0.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 1.000000e+00
+ 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00
+ 9.166575e+09]
+ --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 6.5400085e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 3.32139844e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.54942036e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 9.22994564e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 7.26300805e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.38542635e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 5.04060205e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.92827846e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 5.82139946e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.80910267e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.79577099e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.36715057e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.89568915e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 7.28268469e+09]
+ --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00
+ 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00
+ 9.0806727e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.99152203e+09]
+ --- Checking value  [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0]
+ --- Retained configurations  []
  --- Answer : we add the configuration, it is  not yet present
- --- Checking value  [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]]
+ --- 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]]
  --- 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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]]
+ --- Checking value  [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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]]
+ --- 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], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
- --- Checking value  [0.0, 1, 0, 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]]
+ --- 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], [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, 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]]
+ --- 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], [2.0, 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]]
  --- 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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]]
+ --- 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], [2.0, 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], [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, 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]]
+ --- 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], [2.0, 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], [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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1]]
  --- 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]
  --- Answer : configuration is present, have it been processed?  -1
- --- Answer : the configuration 3000-2000 is already present at positions [39, 91]
- --- Position:  39
+ --- Answer : the configuration 0000-0000 is already present at positions [9, 10, 22]
+ --- Position:  9
 --------------
- --- Configuration:  3000-2000
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  30.508250558695604
- --- Workload:  92411200000.0
+ --- Configuration:  0000-0000
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  42.64544340651106
+ --- Workload:  278594000000.0
 --------------
- --- Position:  91
+ --- Position:  10
 --------------
- --- Configuration:  3000-2000
- --- Energy efficiency:  3742206854.226074
- --- Energy:  36.74164741869377
- --- Workload:  250128000000.0
+ --- Configuration:  0000-0000
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+ --- Position:  22
+--------------
+ --- Configuration:  0000-0000
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  66.34289826476824
+ --- Workload:  623684000000.0
 --------------
 ----------------------
---- Ordered by energy, Printing the list of the 2 duplicates of '3000-2000'
----  Duplicate  0 in the list of duplicate, And at position 91 in the X datas point
+--- Ordered by energy, Printing the list of the 3 duplicates of '0000-0000'
+---  Duplicate  0 in the list of duplicate, And at position 22 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Energy efficiency:  3742206854.226074
- --- Energy:  36.74164741869377
- --- Workload:  250128000000.0
+ --- Configuration:  0000-0000
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  66.34289826476824
+ --- Workload:  623684000000.0
 --------------
----  Duplicate  1 in the list of duplicate, And at position 39 in the X datas point
+---  Duplicate  1 in the list of duplicate, And at position 10 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  30.508250558695604
- --- Workload:  92411200000.0
+ --- Configuration:  0000-0000
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
 --------------
+---  Duplicate  2 in the list of duplicate, And at position 9 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:  0000-0000
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  42.64544340651106
+ --- Workload:  278594000000.0
 --------------
- --- Configuration:  3000-2000
- --- Energy efficiency:  3742206854.226074
- --- 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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]]
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 22 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  66.34289826476824
+ --- Workload:  623684000000.0
+--------------
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 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  [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [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, 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 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  [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], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 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 1111-0101 is already present at positions [75, 110]
- --- Position:  75
+ --- Answer : the configuration 3000-0000 is already present at positions [11, 25]
+ --- Position:  11
 --------------
- --- Configuration:  1111-0101
- --- Energy efficiency:  9080672696.233337
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
+ --- Configuration:  3000-0000
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
- --- Position:  110
+ --- Position:  25
 --------------
- --- Configuration:  1111-0101
- --- Energy efficiency:  8622547962.923044
- --- Energy:  65.99051868650201
- --- Workload:  617264000000.0
+ --- Configuration:  3000-0000
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
 --------------
 ----------------------
---- Ordered by energy, Printing the list of the 2 duplicates of '1111-0101'
----  Duplicate  0 in the list of duplicate, And at position 110 in the X datas point
+--- Ordered by energy, Printing the list of the 2 duplicates of '3000-0000'
+---  Duplicate  0 in the list of duplicate, And at position 11 in the X datas point
 --------------
- --- Configuration:  1111-0101
- --- Energy efficiency:  8622547962.923044
- --- Energy:  65.99051868650201
- --- Workload:  617264000000.0
+ --- Configuration:  3000-0000
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
----  Duplicate  1 in the list of duplicate, And at position 75 in the X datas point
+---  Duplicate  1 in the list of duplicate, And at position 25 in the X datas point
 --------------
- --- Configuration:  1111-0101
- --- Energy efficiency:  9080672696.233337
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
+ --- Configuration:  3000-0000
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
 --------------
 --------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 110 in the X datas point
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 11 in the X datas point
 --------------
- --- Configuration:  1111-0101
- --- Energy efficiency:  8622547962.923044
- --- Energy:  65.99051868650201
- --- Workload:  617264000000.0
+ --- Configuration:  3000-0000
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
- --- 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 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, 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 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, 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 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, 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 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, 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [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, 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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, 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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]]
  --- 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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]]
  --- 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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, 136]
- --- Position:  1
---------------
- --- Configuration:  0303-0100
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
- --- Position:  136
---------------
- --- Configuration:  0303-0100
- --- Energy efficiency:  7192278369.94203
- --- 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 136 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Energy efficiency:  7192278369.94203
- --- Energy:  64.3370683100252
- --- Workload:  534556000000.0
---------------
----  Duplicate  1 in the list of duplicate, And at position 1 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
---------------
---- 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:  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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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 [82, 137]
- --- Position:  82
---------------
- --- Configuration:  0100-0200
- --- Energy efficiency:  4093227346.033253
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
---------------
- --- Position:  137
---------------
- --- Configuration:  0100-0200
- --- Energy efficiency:  4197888462.103562
- --- 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 82 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Energy efficiency:  4093227346.033253
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
---------------
----  Duplicate  1 in the list of duplicate, And at position 137 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- 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 82 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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]]
  --- Answer : configuration is present, have it been processed?  -1
- --- Answer : the configuration 2200-2000 is already present at positions [37, 140]
- --- Position:  37
+ --- Answer : the configuration 3000-3300 is already present at positions [20, 42]
+ --- Position:  20
 --------------
- --- Configuration:  2200-2000
- --- Energy efficiency:  5035525633.343237
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
+ --- Configuration:  3000-3300
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
 --------------
- --- Position:  140
+ --- Position:  42
 --------------
- --- Configuration:  2200-2000
- --- Energy efficiency:  5065035050.042546
- --- Energy:  43.884169684615244
- --- Workload:  370724000000.0
+ --- Configuration:  3000-3300
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
 --------------
 ----------------------
---- 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
+--- Ordered by energy, Printing the list of the 2 duplicates of '3000-3300'
+---  Duplicate  0 in the list of duplicate, And at position 42 in the X datas point
 --------------
- --- Configuration:  2200-2000
- --- Energy efficiency:  5065035050.042546
- --- Energy:  43.884169684615244
- --- Workload:  370724000000.0
+ --- Configuration:  3000-3300
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
 --------------
----  Duplicate  1 in the list of duplicate, And at position 37 in the X datas point
+---  Duplicate  1 in the list of duplicate, And at position 20 in the X datas point
 --------------
- --- Configuration:  2200-2000
- --- Energy efficiency:  5035525633.343237
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
+ --- Configuration:  3000-3300
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
 --------------
 --------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 140 in the X datas point
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 42 in the X datas point
 --------------
- --- Configuration:  2200-2000
- --- Energy efficiency:  5065035050.042546
- --- Energy:  43.884169684615244
- --- Workload:  370724000000.0
+ --- Configuration:  3000-3300
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
 --------------
- --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 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, 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [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, 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 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, 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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  [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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- 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]]
+ --- 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], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
  --- Answer : configuration is present, have it been processed?  -1
- --- Answer : the configuration 0022-1111 is already present at positions [124, 166]
- --- Position:  124
+ --- Answer : the configuration 2220-0000 is already present at positions [29, 62]
+ --- Position:  29
 --------------
- --- Configuration:  0022-1111
- --- Energy efficiency:  11384996168.94879
- --- Energy:  59.697236073290554
- --- Workload:  500528000000.0
+ --- Configuration:  2220-0000
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
- --- Position:  166
+ --- Position:  62
 --------------
- --- Configuration:  0022-1111
- --- Energy efficiency:  11525411226.672567
- --- Energy:  42.75164023390624
- --- Workload:  426227000000.0
+ --- Configuration:  2220-0000
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
 ----------------------
---- 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
+--- Ordered by energy, Printing the list of the 2 duplicates of '2220-0000'
+---  Duplicate  0 in the list of duplicate, And at position 62 in the X datas point
 --------------
- --- Configuration:  0022-1111
- --- Energy efficiency:  11384996168.94879
- --- Energy:  59.697236073290554
- --- Workload:  500528000000.0
+ --- Configuration:  2220-0000
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
----  Duplicate  1 in the list of duplicate, And at position 166 in the X datas point
+---  Duplicate  1 in the list of duplicate, And at position 29 in the X datas point
 --------------
- --- Configuration:  0022-1111
- --- Energy efficiency:  11525411226.672567
- --- Energy:  42.75164023390624
- --- Workload:  426227000000.0
+ --- Configuration:  2220-0000
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
 --------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 124 in the X datas point
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 62 in the X datas point
 --------------
- --- Configuration:  0022-1111
- --- Energy efficiency:  11384996168.94879
- --- Energy:  59.697236073290554
- --- Workload:  500528000000.0
+ --- Configuration:  2220-0000
+ --- Energy efficiency:  2991522026.5766816
+ --- Energy:  41.829225389075674
+ --- Workload:  303807000000.0
 --------------
- --- 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', '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']
+  ['0303-1010', '0303-0100', '0030-0000', '0020-0010', '0010-3300', '3303-0001', '0022-0030', '0011-1100', '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', '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']
 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, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [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], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]]
+  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [2.0, 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], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [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], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [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]]
 final_y : 
-  [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]
+  [8236960890.90969, 6956231392.081026, 994906080.8659663, 3998672440.749671, 6532788063.289651, 8321129010.784183, 7249844128.351241, 7650055845.407672, 6806147312.252427, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 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, 5035525633.343237, 5326600510.288329, 4059018123.5159216, 4062233415.93208, 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, 9080672696.233337]
  --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'X_9' 'y']
  --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 8.23696089e+09]
  --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 7.19227837e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.12859684e+10]
+ 0.00000000e+00 0.00000000e+00 6.95623139e+09]
  --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 9.94906081e+08]
  --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 3.99867244e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 6.50165467e+09]
  --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 6.53278806e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 8.96402736e+09]
  --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 1.00000000e+00 8.32112901e+09]
@@ -50970,9 +24785,6 @@ final_y :
  --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 7.65005585e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 9.34012049e+09]
  --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  0.00000000e+00 1.00000000e+00 6.80614731e+09]
@@ -50981,9 +24793,9 @@ 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: [2.0000000e+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 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.98022939e+09]
  --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 5.37724029e+09]
@@ -51040,40 +24852,16 @@ 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 5.06503505e+09]
+ 0.00000000e+00 0.00000000e+00 5.03552563e+09]
  --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 5.32660051e+09]
  --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 3.74220685e+09]
+ 0.00000000e+00 0.00000000e+00 4.05901812e+09]
  --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 4.06223342e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.23609555e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 3.13983572e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 2.78023365e+09]
- --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 7.04309671e+09]
- --- Actual line: [1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 1.000000e+00
- 0.000000e+00 0.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00
- 8.950388e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
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- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
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- --- 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]
+ 0.00000000e+00 0.00000000e+00 6.92827846e+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 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 5.82139946e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.28181103e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.80910267e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.79577099e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.36715057e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 8.47996608e+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]
+ 0.00000000e+00 1.00000000e+00 8.89568915e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 7.28268469e+09]
+ --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00
+ 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00
+ 9.0806727e+09]
+--- Size of X after removing duplicates:  58
+--- Number of duplicates points removed :  5
+*** Ratio energy by wokload :  [8236960890.90969, 6956231392.081026, 994906080.8659663, 3998672440.749671, 6532788063.289651, 8321129010.784183, 7249844128.351241, 7650055845.407672, 6806147312.252427, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 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, 5035525633.343237, 5326600510.288329, 4059018123.5159216, 4062233415.93208, 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, 9080672696.233337]
 ---> getting userfriendly values from X values
 ---> getting userfriendly values from X values
-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
+Train set Configurations :  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+Train set energy by workload :  [7.28268469e+09 4.05901812e+09 5.82139946e+09 5.37724029e+09
+ 4.80910267e+09 5.72413122e+09 5.07215135e+09 9.94906081e+08
+ 2.90539736e+09 6.47324607e+09 7.24984413e+09 5.78961690e+09
+ 5.04060205e+09 1.99885665e+09 8.32112901e+09 6.53949528e+09
+ 4.06223342e+09 6.53278806e+09 3.99867244e+09 3.14516839e+09
+ 6.44857583e+09 8.22442820e+09 2.99152203e+09 9.22994564e+09
+ 9.97516185e+08 6.92827846e+09 5.32660051e+09 4.15349662e+09
+ 7.65005585e+09 9.08067270e+09 1.98022939e+09 4.14998029e+09
+ 6.54000850e+09 1.01499657e+09 6.80614731e+09 5.54942036e+09
+ 7.66577233e+09 3.33104602e+09]
+Test set Configurations :  [[1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0]]
+Test set energy by workload :  [8895689149.038376, 5947637003.818383, 6443423519.784533, 3321398441.599851, 2018619748.5607243, 7263008047.412917, 5026691733.102776, 8236960890.90969, 5035525633.343237, 6956231392.081026, 8795770993.306417, 9166575000.916658, 0.08333333333333333, 1016987763.6032282, 3307720550.5370083, 5058399218.983161, 8367150566.874451, 6519117311.516021, 4385426351.149858, 5822958761.806049]
+Train set Configurations in user friendly mode :  ['0220-1001', '3000-2000', '0110-0020', '3330-0000', '0030-2000', '0000-2200', '3300-3000', '0030-0000', '1110-0000', '3000-3300', '0022-0030', '0000-3300', '0220-0020', '2200-0000', '3303-0001', '2000-2200', '1000-1000', '0010-3300', '0020-0010', '0000-1000', '1000-1100', '3000-3330', '2220-0000', '3330-2220', '1000-0000', '0303-1000', '3000-1000', '2000-2000', '0011-1100', '1111-0101', '3300-0000', '3000-3000', '0200-1100', '2000-0000', '0003-1001', '0101-0200', '0000-3330', '0000-2000']
+Test set Configurations in user friendly mode :  ['0202-1001', '1100-1000', '3000-1100', '0000-0001', '1100-0000', '2002-2000', '3300-2000', '0303-1010', '2200-2000', '0303-0100', '2002-1001', '1001-2220', '0000-0000', '3000-0000', '0000-3000', '3300-1000', '0101-2020', '3000-2200', '0001-0200', '3330-3000']
+Size of X_train:  38
+Size of X_test:  20
  *****  Training the datas ***** 
- **** 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]
+ **** Predicted y test =  [8.12426728e+09 4.40116220e+09 6.34101576e+09 2.63283029e+09
+ 2.02563998e+09 6.31518758e+09 5.36773409e+09 7.88859602e+09
+ 5.09458256e+09 6.14736991e+09 7.85871654e+09 9.25246315e+09
+ 8.58239102e+08 1.95449313e+09 3.86968319e+09 5.33863303e+09
+ 7.64976951e+09 6.52412922e+09 5.21326796e+09 5.99875656e+09]
 Start computin r squared, result = 
-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
- Kernel ridge R2 score =  0.9186977927112677
+column mean vector=  [5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385]
+ diff with mean vector  [ 3.31642455e+09  3.68372400e+08  8.64158916e+08 -2.25786616e+09
+ -3.56064486e+09  1.68374344e+09 -5.52572871e+08  2.65769629e+09
+ -5.43738971e+08  1.37696679e+09  3.21650639e+09  3.58731040e+09
+ -5.57926460e+09 -4.56227684e+09 -2.27154405e+09 -5.20865385e+08
+  2.78788596e+09  9.39852708e+08 -1.19383825e+09  2.43694158e+08]
+ diff with mean vector squared   [1.09986718e+19 1.35698225e+17 7.46770632e+17 5.09795961e+18
+ 1.26781918e+19 2.83499198e+18 3.05336778e+17 7.06334955e+18
+ 2.95652068e+17 1.89603754e+18 1.03459134e+19 1.28687959e+19
+ 3.11281935e+19 2.08143700e+19 5.15991239e+18 2.71300749e+17
+ 7.77230814e+18 8.83323112e+17 1.42524977e+18 5.93868426e+16]
+ diff with predicted vector  [ 7.71421865e+08  1.54647481e+09  1.02407760e+08  6.88568152e+08
+ -7.02023594e+06  9.47820466e+08 -3.41042355e+08  3.48364871e+08
+ -5.90569222e+07  8.08861484e+08  9.37054453e+08 -8.58881499e+07
+ -8.58239101e+08 -9.37505370e+08 -5.61962636e+08 -2.80233812e+08
+  7.17381056e+08 -5.01190493e+06 -8.27841612e+08 -1.75797801e+08]
+ diff with predicted vector squared [5.95091694e+17 2.39158433e+18 1.04873494e+16 4.74126100e+17
+ 4.92837127e+13 8.98363635e+17 1.16309888e+17 1.21358083e+17
+ 3.48772006e+15 6.54256901e+17 8.78071049e+17 7.37677430e+15
+ 7.36574355e+17 8.78916318e+17 3.15802004e+17 7.85309891e+16
+ 5.14635579e+17 2.51191910e+13 6.85321734e+17 3.09048669e+16]
+End computing r squared, result =  0.9292726781781174
+ Kernel ridge R2 score =  0.9292726781781174
 printing plots
 Start computin r squared, result = 
-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
+column mean vector=  [5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385]
+ diff with mean vector  [ 3.31642455e+09  3.68372400e+08  8.64158916e+08 -2.25786616e+09
+ -3.56064486e+09  1.68374344e+09 -5.52572871e+08  2.65769629e+09
+ -5.43738971e+08  1.37696679e+09  3.21650639e+09  3.58731040e+09
+ -5.57926460e+09 -4.56227684e+09 -2.27154405e+09 -5.20865385e+08
+  2.78788596e+09  9.39852708e+08 -1.19383825e+09  2.43694158e+08]
+ diff with mean vector squared   [1.09986718e+19 1.35698225e+17 7.46770632e+17 5.09795961e+18
+ 1.26781918e+19 2.83499198e+18 3.05336778e+17 7.06334955e+18
+ 2.95652068e+17 1.89603754e+18 1.03459134e+19 1.28687959e+19
+ 3.11281935e+19 2.08143700e+19 5.15991239e+18 2.71300749e+17
+ 7.77230814e+18 8.83323112e+17 1.42524977e+18 5.93868426e+16]
+ diff with predicted vector  [ 7.71421865e+08  1.54647481e+09  1.02407760e+08  6.88568152e+08
+ -7.02023594e+06  9.47820466e+08 -3.41042355e+08  3.48364871e+08
+ -5.90569222e+07  8.08861484e+08  9.37054453e+08 -8.58881499e+07
+ -8.58239101e+08 -9.37505370e+08 -5.61962636e+08 -2.80233812e+08
+  7.17381056e+08 -5.01190493e+06 -8.27841612e+08 -1.75797801e+08]
+ diff with predicted vector squared [5.95091694e+17 2.39158433e+18 1.04873494e+16 4.74126100e+17
+ 4.92837127e+13 8.98363635e+17 1.16309888e+17 1.21358083e+17
+ 3.48772006e+15 6.54256901e+17 8.78071049e+17 7.37677430e+15
+ 7.36574355e+17 8.78916318e+17 3.15802004e+17 7.85309891e+16
+ 5.14635579e+17 2.51191910e+13 6.85321734e+17 3.09048669e+16]
+End computing r squared, result =  0.9292726781781174
 Start computin r squared, result = 
-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
+column mean vector=  [5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385]
+ diff with mean vector  [ 3.31642455e+09  3.68372400e+08  8.64158916e+08 -2.25786616e+09
+ -3.56064486e+09  1.68374344e+09 -5.52572871e+08  2.65769629e+09
+ -5.43738971e+08  1.37696679e+09  3.21650639e+09  3.58731040e+09
+ -5.57926460e+09 -4.56227684e+09 -2.27154405e+09 -5.20865385e+08
+  2.78788596e+09  9.39852708e+08 -1.19383825e+09  2.43694158e+08]
+ diff with mean vector squared   [1.09986718e+19 1.35698225e+17 7.46770632e+17 5.09795961e+18
+ 1.26781918e+19 2.83499198e+18 3.05336778e+17 7.06334955e+18
+ 2.95652068e+17 1.89603754e+18 1.03459134e+19 1.28687959e+19
+ 3.11281935e+19 2.08143700e+19 5.15991239e+18 2.71300749e+17
+ 7.77230814e+18 8.83323112e+17 1.42524977e+18 5.93868426e+16]
+ diff with predicted vector  [ 7.71421865e+08  1.54647481e+09  1.02407760e+08  6.88568152e+08
+ -7.02023594e+06  9.47820466e+08 -3.41042355e+08  3.48364871e+08
+ -5.90569222e+07  8.08861484e+08  9.37054453e+08 -8.58881499e+07
+ -8.58239101e+08 -9.37505370e+08 -5.61962636e+08 -2.80233812e+08
+  7.17381056e+08 -5.01190493e+06 -8.27841612e+08 -1.75797801e+08]
+ diff with predicted vector squared [5.95091694e+17 2.39158433e+18 1.04873494e+16 4.74126100e+17
+ 4.92837127e+13 8.98363635e+17 1.16309888e+17 1.21358083e+17
+ 3.48772006e+15 6.54256901e+17 8.78071049e+17 7.37677430e+15
+ 7.36574355e+17 8.78916318e+17 3.15802004e+17 7.85309891e+16
+ 5.14635579e+17 2.51191910e+13 6.85321734e+17 3.09048669e+16]
+End computing r squared, result =  0.9292726781781174
 Start computin r squared, result = 
-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]]
+column mean vector=  [5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385]
+ diff with mean vector  [ 3.31642455e+09  3.68372400e+08  8.64158916e+08 -2.25786616e+09
+ -3.56064486e+09  1.68374344e+09 -5.52572871e+08  2.65769629e+09
+ -5.43738971e+08  1.37696679e+09  3.21650639e+09  3.58731040e+09
+ -5.57926460e+09 -4.56227684e+09 -2.27154405e+09 -5.20865385e+08
+  2.78788596e+09  9.39852708e+08 -1.19383825e+09  2.43694158e+08]
+ diff with mean vector squared   [1.09986718e+19 1.35698225e+17 7.46770632e+17 5.09795961e+18
+ 1.26781918e+19 2.83499198e+18 3.05336778e+17 7.06334955e+18
+ 2.95652068e+17 1.89603754e+18 1.03459134e+19 1.28687959e+19
+ 3.11281935e+19 2.08143700e+19 5.15991239e+18 2.71300749e+17
+ 7.77230814e+18 8.83323112e+17 1.42524977e+18 5.93868426e+16]
+ diff with predicted vector  [ 7.71421865e+08  1.54647481e+09  1.02407760e+08  6.88568152e+08
+ -7.02023594e+06  9.47820466e+08 -3.41042355e+08  3.48364871e+08
+ -5.90569222e+07  8.08861484e+08  9.37054453e+08 -8.58881499e+07
+ -8.58239101e+08 -9.37505370e+08 -5.61962636e+08 -2.80233812e+08
+  7.17381056e+08 -5.01190493e+06 -8.27841612e+08 -1.75797801e+08]
+ diff with predicted vector squared [5.95091694e+17 2.39158433e+18 1.04873494e+16 4.74126100e+17
+ 4.92837127e+13 8.98363635e+17 1.16309888e+17 1.21358083e+17
+ 3.48772006e+15 6.54256901e+17 8.78071049e+17 7.37677430e+15
+ 7.36574355e+17 8.78916318e+17 3.15802004e+17 7.85309891e+16
+ 5.14635579e+17 2.51191910e+13 6.85321734e+17 3.09048669e+16]
+End computing r squared, result =  0.9292726781781174
+ R2 error =  0.9292726781781174
+ --- 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, 0.9292726781781174, 10, 10, 'base_Y']
+Computed c values  =  [[ 4.36995901e+09]
+ [-9.26506201e+09]
+ [ 1.22359401e+10]
+ [ 2.73209958e+10]
+ [ 2.81412985e+09]
+ [ 3.35581350e+08]
+ [-4.98762505e+08]
+ [-2.13241898e+10]
+ [-5.02813389e+09]
+ [ 3.31651929e+09]
+ [ 8.31449980e+09]
+ [ 6.87923912e+08]
+ [-7.32812115e+09]
+ [-9.93991268e+09]
+ [ 1.99710954e+10]
+ [ 1.00683396e+08]
+ [ 6.37068105e+09]
+ [-9.50721078e+08]
+ [ 4.48058402e+09]
+ [-1.97031784e+09]
+ [ 1.12352368e+10]
+ [ 7.71340082e+09]
+ [-1.26592608e+10]
+ [-2.73332892e+09]
+ [-5.93829878e+09]
+ [ 5.91350671e+09]
+ [ 1.88367740e+10]
+ [-4.05068112e+09]
+ [ 3.03241583e+08]
+ [ 7.77014336e+09]
+ [-2.02777364e+10]
+ [-5.75568453e+09]
+ [ 4.01750791e+09]
+ [-1.11797986e+10]
+ [-6.22928525e+09]
+ [-5.98313168e+09]
+ [ 3.45720648e+09]
+ [-6.12646325e+09]]
  ***** START computing marginal effects with matrix***** 
-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 =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
  ***** START in function marginal_effect *****
-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 =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
 number of variables:  10
-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.]]
-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]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+X =  [[1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
+ [2. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
+ [2. 0. 0. 1. 0. 0. 0. 0. 0. 0.]
+ [0. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
+ [1. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
+ [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 0. 2. 1. 1. 0. 0.]
+ [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
+ [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [0. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [1. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
+ [0. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 1. 0. 1. 0. 1. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
+ [1. 1. 0. 0. 0. 1. 1. 0. 0. 0.]
+ [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
+ [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
+ [2. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 1. 0. 0. 0. 2. 1. 0. 0. 0.]
+ [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
+ [1. 1. 0. 0. 0. 0. 0. 0. 0. 0.]
+ [2. 0. 0. 0. 1. 0. 1. 0. 0. 1.]
+ [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
+ [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
+ [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]]
+ ***** END in  marginal_effect *****, margin =  [-318832172.2086933, -750825726.0535247, -1136889782.8201854, -1461095066.8930154, -2851620839.593662, -219090685.044323, -3311012110.96559, -2884690358.215931, -2511497256.669151, -2563406395.758262]
+ ***** END in function  marginal_effect *****, pointwise margin =  [[-5.10523534e+08 -1.41625518e+09 -1.67344442e+09 -1.04082275e+09
+  -3.44149051e+09 -7.25531315e+07 -2.99657378e+09 -2.94384429e+09
+  -2.24649110e+09 -2.56686254e+09]
+ [-1.11360280e+09 -1.05605535e+09 -1.29392967e+09 -1.35515487e+09
+  -3.26149048e+09  6.88320240e+07 -3.86722905e+09 -3.44235349e+09
+  -2.59526092e+09 -2.58444145e+09]
+ [ 5.93800348e+08  3.16091309e+08 -6.50921558e+08 -1.98856145e+09
+  -2.73423785e+09 -1.62193613e+09 -2.77577401e+09 -2.58796925e+09
+  -3.24159571e+09 -2.43765313e+09]
+ [-2.00421968e+09 -1.38432156e+09 -2.24035789e+09 -1.96939821e+09
+  -4.05397611e+09  1.87420925e+08 -3.72767219e+09 -2.55214812e+09
+  -1.94084327e+09 -3.63281144e+09]
+ [-2.99364933e+08 -1.15909128e+09 -1.80415121e+09 -1.25211893e+09
+  -3.01063207e+09 -6.21606716e+08 -3.40082982e+09 -2.89676181e+09
+  -2.72201155e+09 -2.25149297e+09]
+ [ 3.46191104e+08 -7.31893666e+08 -6.71697015e+08 -1.48605480e+09
+  -2.05710861e+09 -4.65506824e+08 -3.39521045e+09 -3.37045509e+09
+  -3.08405772e+09 -2.02112504e+09]
+ [-7.89337337e+08 -2.11695197e+08 -7.33620469e+08 -1.55946210e+09
+  -2.85206163e+09 -1.50345710e+07 -2.37631504e+09 -2.83588545e+09
+  -2.43312454e+09 -2.23990288e+09]
+ [-1.25701739e+09 -1.17500014e+09 -2.03103647e+09 -1.78498397e+09
+  -3.38147948e+09 -2.43670858e+08 -3.63096825e+09 -2.52298435e+09
+  -2.32769889e+09 -2.80516850e+09]
+ [ 3.58321443e+08 -2.68775488e+08 -1.36185054e+09 -2.34995219e+09
+  -3.19489919e+09 -2.95253707e+08 -3.65308057e+09 -3.10316937e+09
+  -2.53641756e+09 -3.26225227e+09]
+ [ 4.06663760e+06 -3.59756196e+08 -7.36606843e+08 -1.18984287e+09
+  -2.37852061e+09  2.67322397e+07 -2.37537528e+09 -2.83289908e+09
+  -2.72039007e+09 -1.80917447e+09]
+ [ 4.01948157e+08 -3.99533561e+08 -1.12466069e+09 -1.26704085e+09
+  -2.08872676e+09 -1.12807152e+09 -2.04521057e+09 -2.31324288e+09
+  -2.79550443e+09 -1.88989715e+09]
+ [ 1.21813249e+08 -4.26524090e+08 -4.07109525e+08 -1.46694565e+09
+  -1.67941552e+09 -4.33050808e+08 -2.24823810e+09 -2.70552922e+09
+  -3.14221562e+09 -1.49728626e+09]
+ [ 3.08344432e+08 -1.55036310e+08 -1.12438578e+09 -1.98723673e+09
+  -3.38069198e+09 -1.58084980e+09 -3.07791169e+09 -2.66204470e+09
+  -3.21795894e+09 -2.78123286e+09]
+ [-1.21439384e+09 -9.06954424e+08 -1.88656277e+09 -1.77673243e+09
+  -3.99101504e+09  3.19574909e+08 -4.31015683e+09 -3.26430098e+09
+  -2.36018443e+09 -3.80366968e+09]
+ [-1.41958547e+09 -1.11198740e+09 -1.90973481e+09 -1.86478154e+09
+  -3.73999186e+09  2.88223696e+08 -3.23509675e+09 -2.43591019e+09
+  -1.67954338e+09 -3.29754887e+09]
+ [-1.43527089e+08 -5.62585664e+08 -8.49824437e+08 -1.47065947e+09
+  -2.85728389e+09 -6.98483832e+07 -3.91642770e+09 -3.74692366e+09
+  -2.96834849e+09 -2.55109431e+09]
+ [ 4.10188608e+08 -6.32165134e+08 -5.72144644e+08 -1.31039026e+09
+  -2.61190317e+09  2.78798452e+08 -4.68893424e+09 -3.81264138e+09
+  -2.45912901e+09 -2.55901586e+09]
+ [ 6.48280636e+07 -4.85767505e+08 -6.62639438e+08 -7.89219422e+08
+  -1.82362383e+09 -2.35524026e+08 -1.79526428e+09 -2.19639045e+09
+  -3.17773775e+09 -1.54051655e+09]
+ [ 5.01853434e+08 -4.83497012e+08 -1.48012039e+09 -1.84663144e+09
+  -3.17167552e+09 -1.20496737e+09 -3.62353424e+09 -2.83509669e+09
+  -3.47706545e+09 -2.65729167e+09]
+ [ 8.20559391e+08 -3.91515094e+08 -8.41143028e+08 -1.26752154e+09
+  -2.35619899e+09  2.04962696e+07 -4.44387230e+09 -3.50925961e+09
+  -2.64859020e+09 -2.29774947e+09]
+ [ 1.38783406e+07 -5.12567640e+08 -6.20367210e+08 -1.30125097e+09
+  -2.41078676e+09 -5.00254148e+07 -4.20342842e+09 -3.63031216e+09
+  -2.36306604e+09 -2.48635154e+09]
+ [ 5.81646907e+08  1.32343402e+07 -6.24361204e+08 -1.26593839e+09
+  -2.31760418e+09  1.14125166e+08 -1.88659398e+09 -2.30057864e+09
+  -1.88459080e+09 -1.63700875e+09]
+ [-1.11086512e+09 -8.65775989e+08 -1.97006733e+09 -2.41110266e+09
+  -3.94152317e+09 -5.60103242e+07 -4.01115424e+09 -3.07440596e+09
+  -2.43179839e+09 -3.74789643e+09]
+ [ 4.71901316e+08 -1.50308554e+08 -7.79521102e+07 -3.55745098e+08
+  -3.06848948e+09  1.62973185e+08 -2.08428497e+09 -1.62202605e+09
+  -1.04663717e+09 -2.53514861e+09]
+ [ 1.22135505e+09 -7.73155821e+08 -3.53212171e+08 -1.34131383e+09
+  -2.88473801e+09  1.54713186e+07 -4.06223158e+09 -3.48911531e+09
+  -2.57980377e+09 -2.84589374e+09]
+ [-9.16592646e+08 -1.74895661e+09 -1.72668305e+09 -1.44271626e+09
+  -3.05767041e+09  2.83634859e+08 -3.05531437e+09 -2.53584934e+09
+  -1.89393329e+09 -3.15664392e+09]
+ [-1.36153779e+09 -1.46648587e+09 -1.59246162e+09 -1.17084735e+09
+  -3.40109694e+09  6.54435078e+08 -4.51554029e+09 -3.24335224e+09
+  -2.07296381e+09 -2.85624953e+09]
+ [-3.78159881e+08 -7.01716044e+08 -8.84164669e+08 -1.56230629e+09
+  -3.14121902e+09 -3.01487913e+08 -4.33752075e+09 -3.93621571e+09
+  -3.03214062e+09 -2.66479632e+09]
+ [-3.11325906e+08 -1.42160249e+09 -1.47374634e+09 -5.59521172e+08
+  -1.46039107e+09 -6.37490090e+08 -2.70744554e+09 -2.30708709e+09
+  -2.49169744e+09 -2.42251617e+09]
+ [-1.43186326e+09 -2.00142611e+08 -6.58066180e+08 -8.75013170e+08
+  -2.22381491e+09 -4.20851702e+08 -3.16909603e+09 -1.83527664e+09
+  -2.06030628e+09 -2.42278939e+09]
+ [-2.44533958e+09 -1.31922745e+09 -2.10128997e+09 -1.67647443e+09
+  -4.18535539e+09  5.03878449e+08 -4.00671195e+09 -2.74590476e+09
+  -1.91595651e+09 -3.74291241e+09]
+ [-6.24556804e+08 -4.63318389e+08 -8.20171347e+08 -1.32040559e+09
+  -2.63724641e+09 -5.52451043e+08 -2.61257672e+09 -3.14023301e+09
+  -2.72424518e+09 -1.91460132e+09]
+ [-3.04753377e+08 -1.15788135e+09 -8.66030967e+08 -1.48609353e+09
+  -3.01573700e+09 -2.20685138e+07 -4.13786584e+09 -3.04684515e+09
+  -2.31432916e+09 -2.93676147e+09]
+ [-6.76328142e+08 -1.35291486e+09 -9.03583912e+08 -1.34461925e+09
+  -3.61571942e+09  2.26285541e+08 -4.43909413e+09 -3.50503825e+09
+  -2.56797174e+09 -3.30472645e+09]
+ [-3.40229435e+08 -2.29575723e+09 -2.83215636e+09 -1.15887704e+09
+  -2.65332011e+09  1.36238763e+08 -2.49965613e+09 -2.59004794e+09
+  -1.91376700e+09 -2.05117060e+09]
+ [-2.92762999e+08 -4.96243953e+08 -4.99167231e+08 -2.00484469e+09
+  -2.29058142e+09 -5.84858963e+08 -3.12175471e+09 -2.47712034e+09
+  -2.87371337e+09 -2.76389869e+09]
+ [-2.49960718e+08 -5.11019809e+08 -4.47095007e+08 -1.66189081e+09
+  -1.70242613e+09 -1.67136927e+08 -1.65522080e+09 -2.06899492e+09
+  -2.30506637e+09 -1.35480063e+09]
+ [ 8.59528681e+08 -1.05218312e+08 -6.95293477e+08 -1.55914054e+09
+  -2.28744899e+09 -8.32312174e+08 -3.72929462e+09 -3.50002005e+09
+  -3.19073978e+09 -2.07908969e+09]]
  ***** END computing marginal effects ***** 
-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]
+margins [-318832172.2086933, -750825726.0535247, -1136889782.8201854, -1461095066.8930154, -2851620839.593662, -219090685.044323, -3311012110.96559, -2884690358.215931, -2511497256.669151, -2563406395.758262]
+pointwise margins [[-5.10523534e+08 -1.41625518e+09 -1.67344442e+09 -1.04082275e+09
+  -3.44149051e+09 -7.25531315e+07 -2.99657378e+09 -2.94384429e+09
+  -2.24649110e+09 -2.56686254e+09]
+ [-1.11360280e+09 -1.05605535e+09 -1.29392967e+09 -1.35515487e+09
+  -3.26149048e+09  6.88320240e+07 -3.86722905e+09 -3.44235349e+09
+  -2.59526092e+09 -2.58444145e+09]
+ [ 5.93800348e+08  3.16091309e+08 -6.50921558e+08 -1.98856145e+09
+  -2.73423785e+09 -1.62193613e+09 -2.77577401e+09 -2.58796925e+09
+  -3.24159571e+09 -2.43765313e+09]
+ [-2.00421968e+09 -1.38432156e+09 -2.24035789e+09 -1.96939821e+09
+  -4.05397611e+09  1.87420925e+08 -3.72767219e+09 -2.55214812e+09
+  -1.94084327e+09 -3.63281144e+09]
+ [-2.99364933e+08 -1.15909128e+09 -1.80415121e+09 -1.25211893e+09
+  -3.01063207e+09 -6.21606716e+08 -3.40082982e+09 -2.89676181e+09
+  -2.72201155e+09 -2.25149297e+09]
+ [ 3.46191104e+08 -7.31893666e+08 -6.71697015e+08 -1.48605480e+09
+  -2.05710861e+09 -4.65506824e+08 -3.39521045e+09 -3.37045509e+09
+  -3.08405772e+09 -2.02112504e+09]
+ [-7.89337337e+08 -2.11695197e+08 -7.33620469e+08 -1.55946210e+09
+  -2.85206163e+09 -1.50345710e+07 -2.37631504e+09 -2.83588545e+09
+  -2.43312454e+09 -2.23990288e+09]
+ [-1.25701739e+09 -1.17500014e+09 -2.03103647e+09 -1.78498397e+09
+  -3.38147948e+09 -2.43670858e+08 -3.63096825e+09 -2.52298435e+09
+  -2.32769889e+09 -2.80516850e+09]
+ [ 3.58321443e+08 -2.68775488e+08 -1.36185054e+09 -2.34995219e+09
+  -3.19489919e+09 -2.95253707e+08 -3.65308057e+09 -3.10316937e+09
+  -2.53641756e+09 -3.26225227e+09]
+ [ 4.06663760e+06 -3.59756196e+08 -7.36606843e+08 -1.18984287e+09
+  -2.37852061e+09  2.67322397e+07 -2.37537528e+09 -2.83289908e+09
+  -2.72039007e+09 -1.80917447e+09]
+ [ 4.01948157e+08 -3.99533561e+08 -1.12466069e+09 -1.26704085e+09
+  -2.08872676e+09 -1.12807152e+09 -2.04521057e+09 -2.31324288e+09
+  -2.79550443e+09 -1.88989715e+09]
+ [ 1.21813249e+08 -4.26524090e+08 -4.07109525e+08 -1.46694565e+09
+  -1.67941552e+09 -4.33050808e+08 -2.24823810e+09 -2.70552922e+09
+  -3.14221562e+09 -1.49728626e+09]
+ [ 3.08344432e+08 -1.55036310e+08 -1.12438578e+09 -1.98723673e+09
+  -3.38069198e+09 -1.58084980e+09 -3.07791169e+09 -2.66204470e+09
+  -3.21795894e+09 -2.78123286e+09]
+ [-1.21439384e+09 -9.06954424e+08 -1.88656277e+09 -1.77673243e+09
+  -3.99101504e+09  3.19574909e+08 -4.31015683e+09 -3.26430098e+09
+  -2.36018443e+09 -3.80366968e+09]
+ [-1.41958547e+09 -1.11198740e+09 -1.90973481e+09 -1.86478154e+09
+  -3.73999186e+09  2.88223696e+08 -3.23509675e+09 -2.43591019e+09
+  -1.67954338e+09 -3.29754887e+09]
+ [-1.43527089e+08 -5.62585664e+08 -8.49824437e+08 -1.47065947e+09
+  -2.85728389e+09 -6.98483832e+07 -3.91642770e+09 -3.74692366e+09
+  -2.96834849e+09 -2.55109431e+09]
+ [ 4.10188608e+08 -6.32165134e+08 -5.72144644e+08 -1.31039026e+09
+  -2.61190317e+09  2.78798452e+08 -4.68893424e+09 -3.81264138e+09
+  -2.45912901e+09 -2.55901586e+09]
+ [ 6.48280636e+07 -4.85767505e+08 -6.62639438e+08 -7.89219422e+08
+  -1.82362383e+09 -2.35524026e+08 -1.79526428e+09 -2.19639045e+09
+  -3.17773775e+09 -1.54051655e+09]
+ [ 5.01853434e+08 -4.83497012e+08 -1.48012039e+09 -1.84663144e+09
+  -3.17167552e+09 -1.20496737e+09 -3.62353424e+09 -2.83509669e+09
+  -3.47706545e+09 -2.65729167e+09]
+ [ 8.20559391e+08 -3.91515094e+08 -8.41143028e+08 -1.26752154e+09
+  -2.35619899e+09  2.04962696e+07 -4.44387230e+09 -3.50925961e+09
+  -2.64859020e+09 -2.29774947e+09]
+ [ 1.38783406e+07 -5.12567640e+08 -6.20367210e+08 -1.30125097e+09
+  -2.41078676e+09 -5.00254148e+07 -4.20342842e+09 -3.63031216e+09
+  -2.36306604e+09 -2.48635154e+09]
+ [ 5.81646907e+08  1.32343402e+07 -6.24361204e+08 -1.26593839e+09
+  -2.31760418e+09  1.14125166e+08 -1.88659398e+09 -2.30057864e+09
+  -1.88459080e+09 -1.63700875e+09]
+ [-1.11086512e+09 -8.65775989e+08 -1.97006733e+09 -2.41110266e+09
+  -3.94152317e+09 -5.60103242e+07 -4.01115424e+09 -3.07440596e+09
+  -2.43179839e+09 -3.74789643e+09]
+ [ 4.71901316e+08 -1.50308554e+08 -7.79521102e+07 -3.55745098e+08
+  -3.06848948e+09  1.62973185e+08 -2.08428497e+09 -1.62202605e+09
+  -1.04663717e+09 -2.53514861e+09]
+ [ 1.22135505e+09 -7.73155821e+08 -3.53212171e+08 -1.34131383e+09
+  -2.88473801e+09  1.54713186e+07 -4.06223158e+09 -3.48911531e+09
+  -2.57980377e+09 -2.84589374e+09]
+ [-9.16592646e+08 -1.74895661e+09 -1.72668305e+09 -1.44271626e+09
+  -3.05767041e+09  2.83634859e+08 -3.05531437e+09 -2.53584934e+09
+  -1.89393329e+09 -3.15664392e+09]
+ [-1.36153779e+09 -1.46648587e+09 -1.59246162e+09 -1.17084735e+09
+  -3.40109694e+09  6.54435078e+08 -4.51554029e+09 -3.24335224e+09
+  -2.07296381e+09 -2.85624953e+09]
+ [-3.78159881e+08 -7.01716044e+08 -8.84164669e+08 -1.56230629e+09
+  -3.14121902e+09 -3.01487913e+08 -4.33752075e+09 -3.93621571e+09
+  -3.03214062e+09 -2.66479632e+09]
+ [-3.11325906e+08 -1.42160249e+09 -1.47374634e+09 -5.59521172e+08
+  -1.46039107e+09 -6.37490090e+08 -2.70744554e+09 -2.30708709e+09
+  -2.49169744e+09 -2.42251617e+09]
+ [-1.43186326e+09 -2.00142611e+08 -6.58066180e+08 -8.75013170e+08
+  -2.22381491e+09 -4.20851702e+08 -3.16909603e+09 -1.83527664e+09
+  -2.06030628e+09 -2.42278939e+09]
+ [-2.44533958e+09 -1.31922745e+09 -2.10128997e+09 -1.67647443e+09
+  -4.18535539e+09  5.03878449e+08 -4.00671195e+09 -2.74590476e+09
+  -1.91595651e+09 -3.74291241e+09]
+ [-6.24556804e+08 -4.63318389e+08 -8.20171347e+08 -1.32040559e+09
+  -2.63724641e+09 -5.52451043e+08 -2.61257672e+09 -3.14023301e+09
+  -2.72424518e+09 -1.91460132e+09]
+ [-3.04753377e+08 -1.15788135e+09 -8.66030967e+08 -1.48609353e+09
+  -3.01573700e+09 -2.20685138e+07 -4.13786584e+09 -3.04684515e+09
+  -2.31432916e+09 -2.93676147e+09]
+ [-6.76328142e+08 -1.35291486e+09 -9.03583912e+08 -1.34461925e+09
+  -3.61571942e+09  2.26285541e+08 -4.43909413e+09 -3.50503825e+09
+  -2.56797174e+09 -3.30472645e+09]
+ [-3.40229435e+08 -2.29575723e+09 -2.83215636e+09 -1.15887704e+09
+  -2.65332011e+09  1.36238763e+08 -2.49965613e+09 -2.59004794e+09
+  -1.91376700e+09 -2.05117060e+09]
+ [-2.92762999e+08 -4.96243953e+08 -4.99167231e+08 -2.00484469e+09
+  -2.29058142e+09 -5.84858963e+08 -3.12175471e+09 -2.47712034e+09
+  -2.87371337e+09 -2.76389869e+09]
+ [-2.49960718e+08 -5.11019809e+08 -4.47095007e+08 -1.66189081e+09
+  -1.70242613e+09 -1.67136927e+08 -1.65522080e+09 -2.06899492e+09
+  -2.30506637e+09 -1.35480063e+09]
+ [ 8.59528681e+08 -1.05218312e+08 -6.95293477e+08 -1.55914054e+09
+  -2.28744899e+09 -8.32312174e+08 -3.72929462e+09 -3.50002005e+09
+  -3.19073978e+09 -2.07908969e+09]]
+Predicted y test =  [8.72914106e+09 5.11042990e+09 5.90897364e+09 1.98803396e+09
+ 2.17233720e+09 6.75728539e+09 5.59093977e+09 9.17237990e+09
+ 5.47630373e+09 5.69062046e+09 8.49408156e+09 1.07322561e+10
+ 0.00000000e+00 1.19791093e+09 3.44056828e+09 5.33970198e+09
+ 9.19434560e+09 6.16021143e+09 4.50888782e+09 6.99905229e+09]
+linear model parameters  =  [1.14636041e+08 9.68638849e+08 1.20369835e+09 1.15687473e+09
+ 2.48468001e+09 2.51237790e+08 2.93809270e+09 1.77297002e+09
+ 2.31663675e+09 1.98803396e+09]
 Start computin r squared, result = 
-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
+column mean vector=  [5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385, 5579264603.921385]
+ diff with mean vector  [ 3.31642455e+09  3.68372400e+08  8.64158916e+08 -2.25786616e+09
+ -3.56064486e+09  1.68374344e+09 -5.52572871e+08  2.65769629e+09
+ -5.43738971e+08  1.37696679e+09  3.21650639e+09  3.58731040e+09
+ -5.57926460e+09 -4.56227684e+09 -2.27154405e+09 -5.20865385e+08
+  2.78788596e+09  9.39852708e+08 -1.19383825e+09  2.43694158e+08]
+ diff with mean vector squared   [1.09986718e+19 1.35698225e+17 7.46770632e+17 5.09795961e+18
+ 1.26781918e+19 2.83499198e+18 3.05336778e+17 7.06334955e+18
+ 2.95652068e+17 1.89603754e+18 1.03459134e+19 1.28687959e+19
+ 3.11281935e+19 2.08143700e+19 5.15991239e+18 2.71300749e+17
+ 7.77230814e+18 8.83323112e+17 1.42524977e+18 5.93868426e+16]
+ diff with predicted vector  [ 1.66548089e+08  8.37207109e+08  5.34449876e+08  1.33336448e+09
+ -1.53717451e+08  5.05722659e+08 -5.64248035e+08 -9.35419005e+08
+ -4.40778093e+08  1.26561093e+09  3.01689435e+08 -1.56568112e+09
+  8.33333333e-02 -1.80923168e+08 -1.32847724e+08 -2.81302759e+08
+ -8.27195037e+08  3.58905878e+08 -1.23461468e+08 -1.17609353e+09]
+ diff with predicted vector squared [2.77382659e+16 7.00915743e+17 2.85636670e+17 1.77786084e+18
+ 2.36290549e+16 2.55755408e+17 3.18375845e+17 8.75008716e+17
+ 1.94285327e+17 1.60177103e+18 9.10165149e+16 2.45135736e+18
+ 6.94444444e-03 3.27331929e+16 1.76485179e+16 7.91312422e+16
+ 6.84251628e+17 1.28813430e+17 1.52427340e+16 1.38319599e+18]
+End computing r squared, result =  0.917576058264038
+*** Linear model R2 score  =  0.917576058264038
  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'], [-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_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'], [-318832172.2086933, -750825726.0535247, -1136889782.8201854, -1461095066.8930154, -2851620839.593662, -219090685.044323, -3311012110.96559, -2884690358.215931, -2511497256.669151, -2563406395.758262], array([1.14636041e+08, 9.68638849e+08, 1.20369835e+09, 1.15687473e+09,
+       2.48468001e+09, 2.51237790e+08, 2.93809270e+09, 1.77297002e+09,
+       2.31663675e+09, 1.98803396e+09]), array([4.33468214e+08, 1.71946458e+09, 2.34058813e+09, 2.61796980e+09,
+       5.33630085e+09, 4.70328475e+08, 6.24910481e+09, 4.65766037e+09,
+       4.82813401e+09, 4.55144036e+09])]
+ --- Before Modifying variable -318832172.2086933, Type : <class 'str'>
+ --- After Modifying variable -318832172.2086933, Type : <class 'float'>
+ --- Before Modifying variable -750825726.0535247, Type : <class 'str'>
+ --- After Modifying variable -750825726.0535247, Type : <class 'float'>
+ --- Before Modifying variable -1136889782.8201854, Type : <class 'str'>
+ --- After Modifying variable -1136889782.8201854, Type : <class 'float'>
+ --- Before Modifying variable -1461095066.8930154, Type : <class 'str'>
+ --- After Modifying variable -1461095066.8930154, Type : <class 'float'>
+ --- Before Modifying variable -2851620839.593662, Type : <class 'str'>
+ --- After Modifying variable -2851620839.593662, Type : <class 'float'>
+ --- Before Modifying variable -219090685.044323, Type : <class 'str'>
+ --- After Modifying variable -219090685.044323, Type : <class 'float'>
+ --- Before Modifying variable -3311012110.96559, Type : <class 'str'>
+ --- After Modifying variable -3311012110.96559, Type : <class 'float'>
+ --- Before Modifying variable -2884690358.215931, Type : <class 'str'>
+ --- After Modifying variable -2884690358.215931, Type : <class 'float'>
+ --- Before Modifying variable -2511497256.669151, Type : <class 'str'>
+ --- After Modifying variable -2511497256.669151, Type : <class 'float'>
+ --- Before Modifying variable -2563406395.758262, Type : <class 'str'>
+ --- After Modifying variable -2563406395.758262, Type : <class 'float'>
+ --- Before Modifying variable 114636041.36645955, Type : <class 'str'>
+ --- After Modifying variable 114636041.36645955, Type : <class 'float'>
+ --- Before Modifying variable 968638849.2592059, Type : <class 'str'>
+ --- After Modifying variable 968638849.2592059, Type : <class 'float'>
+ --- Before Modifying variable 1203698350.7748914, Type : <class 'str'>
+ --- After Modifying variable 1203698350.7748914, Type : <class 'float'>
+ --- Before Modifying variable 1156874732.6674967, Type : <class 'str'>
+ --- After Modifying variable 1156874732.6674967, Type : <class 'float'>
+ --- Before Modifying variable 2484680012.8657327, Type : <class 'str'>
+ --- After Modifying variable 2484680012.8657327, Type : <class 'float'>
+ --- Before Modifying variable 251237789.89416486, Type : <class 'str'>
+ --- After Modifying variable 251237789.89416486, Type : <class 'float'>
+ --- Before Modifying variable 2938092695.237851, Type : <class 'str'>
+ --- After Modifying variable 2938092695.237851, Type : <class 'float'>
+ --- Before Modifying variable 1772970016.057762, Type : <class 'str'>
+ --- After Modifying variable 1772970016.057762, Type : <class 'float'>
+ --- Before Modifying variable 2316636754.615268, Type : <class 'str'>
+ --- After Modifying variable 2316636754.615268, Type : <class 'float'>
+ --- Before Modifying variable 1988033960.003158, Type : <class 'str'>
+ --- After Modifying variable 1988033960.003158, Type : <class 'float'>
+ --- Before Modifying variable 433468213.5751529, Type : <class 'str'>
+ --- After Modifying variable 433468213.5751529, Type : <class 'float'>
+ --- Before Modifying variable 1719464575.3127308, Type : <class 'str'>
+ --- After Modifying variable 1719464575.3127308, Type : <class 'float'>
+ --- Before Modifying variable 2340588133.5950766, Type : <class 'str'>
+ --- After Modifying variable 2340588133.5950766, Type : <class 'float'>
+ --- Before Modifying variable 2617969799.560512, Type : <class 'str'>
+ --- After Modifying variable 2617969799.560512, Type : <class 'float'>
+ --- Before Modifying variable 5336300852.459394, Type : <class 'str'>
+ --- After Modifying variable 5336300852.459394, Type : <class 'float'>
+ --- Before Modifying variable 470328474.9384879, Type : <class 'str'>
+ --- After Modifying variable 470328474.9384879, Type : <class 'float'>
+ --- Before Modifying variable 6249104806.203442, Type : <class 'str'>
+ --- After Modifying variable 6249104806.203442, Type : <class 'float'>
+ --- Before Modifying variable 4657660374.273693, Type : <class 'str'>
+ --- After Modifying variable 4657660374.273693, Type : <class 'float'>
+ --- Before Modifying variable 4828134011.284419, Type : <class 'str'>
+ --- After Modifying variable 4828134011.284419, Type : <class 'float'>
+ --- Before Modifying variable 4551440355.76142, Type : <class 'str'>
+ --- After Modifying variable 4551440355.76142, Type : <class 'float'>
  X header, margins and linear coef numbers after transpose: 
- [['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]]
+ [['X_0', 'frequency level of Little Socket', -318832172.2086933, 114636041.36645955, 433468213.5751529], ['X_1', 'Core 0 state', -750825726.0535247, 968638849.2592059, 1719464575.3127308], ['X_2', 'Core 1 state', -1136889782.8201854, 1203698350.7748914, 2340588133.5950766], ['X_3', 'Core 2 state', -1461095066.8930154, 1156874732.6674967, 2617969799.560512], ['X_4', 'Core 3 state', -2851620839.593662, 2484680012.8657327, 5336300852.459394], ['X_5', 'frequency level of Big Socket', -219090685.044323, 251237789.89416486, 470328474.9384879], ['X_6', 'Core 4 state', -3311012110.96559, 2938092695.237851, 6249104806.203442], ['X_7', 'Core 5 state', -2884690358.215931, 1772970016.057762, 4657660374.273693], ['X_8', 'Core 6 state', -2511497256.669151, 2316636754.615268, 4828134011.284419], ['X_9', 'Core 7 state', -2563406395.758262, 1988033960.003158, 4551440355.76142]]
 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', -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]]
+       'linear regression coefficients', 'difference'], dtype='<U30'), ['X_0', 'frequency level of Little Socket', -318832172.2086933, 114636041.36645955, 433468213.5751529], ['X_1', 'Core 0 state', -750825726.0535247, 968638849.2592059, 1719464575.3127308], ['X_2', 'Core 1 state', -1136889782.8201854, 1203698350.7748914, 2340588133.5950766], ['X_3', 'Core 2 state', -1461095066.8930154, 1156874732.6674967, 2617969799.560512], ['X_4', 'Core 3 state', -2851620839.593662, 2484680012.8657327, 5336300852.459394], ['X_5', 'frequency level of Big Socket', -219090685.044323, 251237789.89416486, 470328474.9384879], ['X_6', 'Core 4 state', -3311012110.96559, 2938092695.237851, 6249104806.203442], ['X_7', 'Core 5 state', -2884690358.215931, 1772970016.057762, 4657660374.273693], ['X_8', 'Core 6 state', -2511497256.669151, 2316636754.615268, 4828134011.284419], ['X_9', 'Core 7 state', -2563406395.758262, 1988033960.003158, 4551440355.76142]]
  --- Actual line: ['X_variable' 'meaning ' 'kernel ridge margins'
  'linear regression coefficients' 'difference']
- --- 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]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -318832172.2086933, 114636041.36645955, 433468213.5751529]
+ --- Actual line: ['X_1', 'Core 0 state', -750825726.0535247, 968638849.2592059, 1719464575.3127308]
+ --- Actual line: ['X_2', 'Core 1 state', -1136889782.8201854, 1203698350.7748914, 2340588133.5950766]
+ --- Actual line: ['X_3', 'Core 2 state', -1461095066.8930154, 1156874732.6674967, 2617969799.560512]
+ --- Actual line: ['X_4', 'Core 3 state', -2851620839.593662, 2484680012.8657327, 5336300852.459394]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -219090685.044323, 251237789.89416486, 470328474.9384879]
+ --- Actual line: ['X_6', 'Core 4 state', -3311012110.96559, 2938092695.237851, 6249104806.203442]
+ --- Actual line: ['X_7', 'Core 5 state', -2884690358.215931, 1772970016.057762, 4657660374.273693]
+ --- Actual line: ['X_8', 'Core 6 state', -2511497256.669151, 2316636754.615268, 4828134011.284419]
+ --- Actual line: ['X_9', 'Core 7 state', -2563406395.758262, 1988033960.003158, 4551440355.76142]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['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]]
+ [['X_5', 'frequency level of Big Socket', -219090685.044323, 251237789.89416486, 470328474.9384879], ['X_0', 'frequency level of Little Socket', -318832172.2086933, 114636041.36645955, 433468213.5751529], ['X_1', 'Core 0 state', -750825726.0535247, 968638849.2592059, 1719464575.3127308], ['X_2', 'Core 1 state', -1136889782.8201854, 1203698350.7748914, 2340588133.5950766], ['X_3', 'Core 2 state', -1461095066.8930154, 1156874732.6674967, 2617969799.560512], ['X_8', 'Core 6 state', -2511497256.669151, 2316636754.615268, 4828134011.284419], ['X_9', 'Core 7 state', -2563406395.758262, 1988033960.003158, 4551440355.76142], ['X_4', 'Core 3 state', -2851620839.593662, 2484680012.8657327, 5336300852.459394], ['X_7', 'Core 5 state', -2884690358.215931, 1772970016.057762, 4657660374.273693], ['X_6', 'Core 4 state', -3311012110.96559, 2938092695.237851, 6249104806.203442]]
 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', -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]]
+       'linear regression coefficients', 'difference'], dtype='<U30'), ['X_0', 'frequency level of Little Socket', -318832172.2086933, 114636041.36645955, 433468213.5751529], ['X_1', 'Core 0 state', -750825726.0535247, 968638849.2592059, 1719464575.3127308], ['X_2', 'Core 1 state', -1136889782.8201854, 1203698350.7748914, 2340588133.5950766], ['X_3', 'Core 2 state', -1461095066.8930154, 1156874732.6674967, 2617969799.560512], ['X_4', 'Core 3 state', -2851620839.593662, 2484680012.8657327, 5336300852.459394], ['X_5', 'frequency level of Big Socket', -219090685.044323, 251237789.89416486, 470328474.9384879], ['X_6', 'Core 4 state', -3311012110.96559, 2938092695.237851, 6249104806.203442], ['X_7', 'Core 5 state', -2884690358.215931, 1772970016.057762, 4657660374.273693], ['X_8', 'Core 6 state', -2511497256.669151, 2316636754.615268, 4828134011.284419], ['X_9', 'Core 7 state', -2563406395.758262, 1988033960.003158, 4551440355.76142]]
  --- Actual line: ['X_variable' 'meaning ' 'kernel ridge margins'
  'linear regression coefficients' 'difference']
- --- 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]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -219090685.044323, 251237789.89416486, 470328474.9384879]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -318832172.2086933, 114636041.36645955, 433468213.5751529]
+ --- Actual line: ['X_1', 'Core 0 state', -750825726.0535247, 968638849.2592059, 1719464575.3127308]
+ --- Actual line: ['X_2', 'Core 1 state', -1136889782.8201854, 1203698350.7748914, 2340588133.5950766]
+ --- Actual line: ['X_3', 'Core 2 state', -1461095066.8930154, 1156874732.6674967, 2617969799.560512]
+ --- Actual line: ['X_8', 'Core 6 state', -2511497256.669151, 2316636754.615268, 4828134011.284419]
+ --- Actual line: ['X_9', 'Core 7 state', -2563406395.758262, 1988033960.003158, 4551440355.76142]
+ --- Actual line: ['X_4', 'Core 3 state', -2851620839.593662, 2484680012.8657327, 5336300852.459394]
+ --- Actual line: ['X_7', 'Core 5 state', -2884690358.215931, 1772970016.057762, 4657660374.273693]
+ --- Actual line: ['X_6', 'Core 4 state', -3311012110.96559, 2938092695.237851, 6249104806.203442]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['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]]
+ [['X_6', 'Core 4 state', -3311012110.96559, 2938092695.237851, 6249104806.203442], ['X_4', 'Core 3 state', -2851620839.593662, 2484680012.8657327, 5336300852.459394], ['X_8', 'Core 6 state', -2511497256.669151, 2316636754.615268, 4828134011.284419], ['X_9', 'Core 7 state', -2563406395.758262, 1988033960.003158, 4551440355.76142], ['X_7', 'Core 5 state', -2884690358.215931, 1772970016.057762, 4657660374.273693], ['X_2', 'Core 1 state', -1136889782.8201854, 1203698350.7748914, 2340588133.5950766], ['X_3', 'Core 2 state', -1461095066.8930154, 1156874732.6674967, 2617969799.560512], ['X_1', 'Core 0 state', -750825726.0535247, 968638849.2592059, 1719464575.3127308], ['X_5', 'frequency level of Big Socket', -219090685.044323, 251237789.89416486, 470328474.9384879], ['X_0', 'frequency level of Little Socket', -318832172.2086933, 114636041.36645955, 433468213.5751529]]
 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_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]]
+       'linear regression coefficients', 'difference'], dtype='<U30'), ['X_6', 'Core 4 state', -3311012110.96559, 2938092695.237851, 6249104806.203442], ['X_4', 'Core 3 state', -2851620839.593662, 2484680012.8657327, 5336300852.459394], ['X_8', 'Core 6 state', -2511497256.669151, 2316636754.615268, 4828134011.284419], ['X_9', 'Core 7 state', -2563406395.758262, 1988033960.003158, 4551440355.76142], ['X_7', 'Core 5 state', -2884690358.215931, 1772970016.057762, 4657660374.273693], ['X_2', 'Core 1 state', -1136889782.8201854, 1203698350.7748914, 2340588133.5950766], ['X_3', 'Core 2 state', -1461095066.8930154, 1156874732.6674967, 2617969799.560512], ['X_1', 'Core 0 state', -750825726.0535247, 968638849.2592059, 1719464575.3127308], ['X_5', 'frequency level of Big Socket', -219090685.044323, 251237789.89416486, 470328474.9384879], ['X_0', 'frequency level of Little Socket', -318832172.2086933, 114636041.36645955, 433468213.5751529]]
  --- Actual line: ['X_variable' 'meaning ' 'kernel ridge margins'
  'linear regression coefficients' 'difference']
- --- 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]
+ --- Actual line: ['X_6', 'Core 4 state', -3311012110.96559, 2938092695.237851, 6249104806.203442]
+ --- Actual line: ['X_4', 'Core 3 state', -2851620839.593662, 2484680012.8657327, 5336300852.459394]
+ --- Actual line: ['X_8', 'Core 6 state', -2511497256.669151, 2316636754.615268, 4828134011.284419]
+ --- Actual line: ['X_9', 'Core 7 state', -2563406395.758262, 1988033960.003158, 4551440355.76142]
+ --- Actual line: ['X_7', 'Core 5 state', -2884690358.215931, 1772970016.057762, 4657660374.273693]
+ --- Actual line: ['X_2', 'Core 1 state', -1136889782.8201854, 1203698350.7748914, 2340588133.5950766]
+ --- Actual line: ['X_3', 'Core 2 state', -1461095066.8930154, 1156874732.6674967, 2617969799.560512]
+ --- Actual line: ['X_1', 'Core 0 state', -750825726.0535247, 968638849.2592059, 1719464575.3127308]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -219090685.044323, 251237789.89416486, 470328474.9384879]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -318832172.2086933, 114636041.36645955, 433468213.5751529]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['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]]
+ [['X_6', 'Core 4 state', -3311012110.96559, 2938092695.237851, 6249104806.203442], ['X_4', 'Core 3 state', -2851620839.593662, 2484680012.8657327, 5336300852.459394], ['X_8', 'Core 6 state', -2511497256.669151, 2316636754.615268, 4828134011.284419], ['X_7', 'Core 5 state', -2884690358.215931, 1772970016.057762, 4657660374.273693], ['X_9', 'Core 7 state', -2563406395.758262, 1988033960.003158, 4551440355.76142], ['X_3', 'Core 2 state', -1461095066.8930154, 1156874732.6674967, 2617969799.560512], ['X_2', 'Core 1 state', -1136889782.8201854, 1203698350.7748914, 2340588133.5950766], ['X_1', 'Core 0 state', -750825726.0535247, 968638849.2592059, 1719464575.3127308], ['X_5', 'frequency level of Big Socket', -219090685.044323, 251237789.89416486, 470328474.9384879], ['X_0', 'frequency level of Little Socket', -318832172.2086933, 114636041.36645955, 433468213.5751529]]
 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_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]]
+       'linear regression coefficients', 'difference'], dtype='<U30'), ['X_6', 'Core 4 state', -3311012110.96559, 2938092695.237851, 6249104806.203442], ['X_4', 'Core 3 state', -2851620839.593662, 2484680012.8657327, 5336300852.459394], ['X_8', 'Core 6 state', -2511497256.669151, 2316636754.615268, 4828134011.284419], ['X_7', 'Core 5 state', -2884690358.215931, 1772970016.057762, 4657660374.273693], ['X_9', 'Core 7 state', -2563406395.758262, 1988033960.003158, 4551440355.76142], ['X_3', 'Core 2 state', -1461095066.8930154, 1156874732.6674967, 2617969799.560512], ['X_2', 'Core 1 state', -1136889782.8201854, 1203698350.7748914, 2340588133.5950766], ['X_1', 'Core 0 state', -750825726.0535247, 968638849.2592059, 1719464575.3127308], ['X_5', 'frequency level of Big Socket', -219090685.044323, 251237789.89416486, 470328474.9384879], ['X_0', 'frequency level of Little Socket', -318832172.2086933, 114636041.36645955, 433468213.5751529]]
  --- Actual line: ['X_variable' 'meaning ' 'kernel ridge margins'
  'linear regression coefficients' 'difference']
- --- 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'>
+ --- Actual line: ['X_6', 'Core 4 state', -3311012110.96559, 2938092695.237851, 6249104806.203442]
+ --- Actual line: ['X_4', 'Core 3 state', -2851620839.593662, 2484680012.8657327, 5336300852.459394]
+ --- Actual line: ['X_8', 'Core 6 state', -2511497256.669151, 2316636754.615268, 4828134011.284419]
+ --- Actual line: ['X_7', 'Core 5 state', -2884690358.215931, 1772970016.057762, 4657660374.273693]
+ --- Actual line: ['X_9', 'Core 7 state', -2563406395.758262, 1988033960.003158, 4551440355.76142]
+ --- Actual line: ['X_3', 'Core 2 state', -1461095066.8930154, 1156874732.6674967, 2617969799.560512]
+ --- Actual line: ['X_2', 'Core 1 state', -1136889782.8201854, 1203698350.7748914, 2340588133.5950766]
+ --- Actual line: ['X_1', 'Core 0 state', -750825726.0535247, 968638849.2592059, 1719464575.3127308]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -219090685.044323, 251237789.89416486, 470328474.9384879]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -318832172.2086933, 114636041.36645955, 433468213.5751529]
+d_X_5 linear model parameters  =  [ 1.85338041e+08  1.42944665e+08 -6.21882706e+07 -4.83852878e+08
+ -2.44693261e+08 -2.76565385e+08 -6.45658982e+07  2.46503048e+08
+ -3.16474218e+08  1.22364297e+08]
+ --- FLOAT version of d_X_i_linear_coefficients_ [185338041.39682832, 142944664.77740052, -62188270.581818655, -483852878.29017764, -244693261.0900952, -276565385.3744161, -64565898.18780776, 246503048.44622064, -316474218.4838966, 122364297.14268036]
+ --- Before Modifying variable 185338041.39682832, Type : <class 'str'>
+ --- After Modifying variable 185338041.39682832, Type : <class 'float'>
+ --- Before Modifying variable 142944664.77740052, Type : <class 'str'>
+ --- After Modifying variable 142944664.77740052, Type : <class 'float'>
+ --- Before Modifying variable -62188270.581818655, Type : <class 'str'>
+ --- After Modifying variable -62188270.581818655, Type : <class 'float'>
+ --- Before Modifying variable -483852878.29017764, Type : <class 'str'>
+ --- After Modifying variable -483852878.29017764, Type : <class 'float'>
+ --- Before Modifying variable -244693261.0900952, Type : <class 'str'>
+ --- After Modifying variable -244693261.0900952, Type : <class 'float'>
+ --- Before Modifying variable -276565385.3744161, Type : <class 'str'>
+ --- After Modifying variable -276565385.3744161, Type : <class 'float'>
+ --- Before Modifying variable -64565898.18780776, Type : <class 'str'>
+ --- After Modifying variable -64565898.18780776, Type : <class 'float'>
+ --- Before Modifying variable 246503048.44622064, Type : <class 'str'>
+ --- After Modifying variable 246503048.44622064, Type : <class 'float'>
+ --- Before Modifying variable -316474218.4838966, Type : <class 'str'>
+ --- After Modifying variable -316474218.4838966, Type : <class 'float'>
+ --- Before Modifying variable 122364297.14268036, Type : <class 'str'>
+ --- After Modifying variable 122364297.14268036, Type : <class 'float'>
+ --- Before Modifying variable 185338041.39682832, Type : <class 'str'>
+ --- After Modifying variable 185338041.39682832, Type : <class 'float'>
+ --- Before Modifying variable 142944664.77740052, Type : <class 'str'>
+ --- After Modifying variable 142944664.77740052, Type : <class 'float'>
+ --- Before Modifying variable 62188270.581818655, Type : <class 'str'>
+ --- After Modifying variable 62188270.581818655, Type : <class 'float'>
+ --- Before Modifying variable 483852878.29017764, Type : <class 'str'>
+ --- After Modifying variable 483852878.29017764, Type : <class 'float'>
+ --- Before Modifying variable 244693261.0900952, Type : <class 'str'>
+ --- After Modifying variable 244693261.0900952, Type : <class 'float'>
+ --- Before Modifying variable 276565385.3744161, Type : <class 'str'>
+ --- After Modifying variable 276565385.3744161, Type : <class 'float'>
+ --- Before Modifying variable 64565898.18780776, Type : <class 'str'>
+ --- After Modifying variable 64565898.18780776, Type : <class 'float'>
+ --- Before Modifying variable 246503048.44622064, Type : <class 'str'>
+ --- After Modifying variable 246503048.44622064, Type : <class 'float'>
+ --- Before Modifying variable 316474218.4838966, Type : <class 'str'>
+ --- After Modifying variable 316474218.4838966, Type : <class 'float'>
+ --- Before Modifying variable 122364297.14268036, Type : <class 'str'>
+ --- After Modifying variable 122364297.14268036, 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'], [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]]
+ [['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'], [185338041.39682832, 142944664.77740052, -62188270.581818655, -483852878.29017764, -244693261.0900952, -276565385.3744161, -64565898.18780776, 246503048.44622064, -316474218.4838966, 122364297.14268036], [185338041.39682832, 142944664.77740052, 62188270.581818655, 483852878.29017764, 244693261.0900952, 276565385.3744161, 64565898.18780776, 246503048.44622064, 316474218.4838966, 122364297.14268036]]
  --- 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', 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]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', 185338041.39682832, 185338041.39682832]
+ --- Actual line: ['X_1', 'Core 0 state', 142944664.77740052, 142944664.77740052]
+ --- Actual line: ['X_2', 'Core 1 state', -62188270.581818655, 62188270.581818655]
+ --- Actual line: ['X_3', 'Core 2 state', -483852878.29017764, 483852878.29017764]
+ --- Actual line: ['X_4', 'Core 3 state', -244693261.0900952, 244693261.0900952]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -276565385.3744161, 276565385.3744161]
+ --- Actual line: ['X_6', 'Core 4 state', -64565898.18780776, 64565898.18780776]
+ --- Actual line: ['X_7', 'Core 5 state', 246503048.44622064, 246503048.44622064]
+ --- Actual line: ['X_8', 'Core 6 state', -316474218.4838966, 316474218.4838966]
+ --- Actual line: ['X_9', 'Core 7 state', 122364297.14268036, 122364297.14268036]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['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]]
+ [['X_7', 'Core 5 state', 246503048.44622064, 246503048.44622064], ['X_0', 'frequency level of Little Socket', 185338041.39682832, 185338041.39682832], ['X_1', 'Core 0 state', 142944664.77740052, 142944664.77740052], ['X_9', 'Core 7 state', 122364297.14268036, 122364297.14268036], ['X_2', 'Core 1 state', -62188270.581818655, 62188270.581818655], ['X_6', 'Core 4 state', -64565898.18780776, 64565898.18780776], ['X_4', 'Core 3 state', -244693261.0900952, 244693261.0900952], ['X_5', 'frequency level of Big Socket', -276565385.3744161, 276565385.3744161], ['X_8', 'Core 6 state', -316474218.4838966, 316474218.4838966], ['X_3', 'Core 2 state', -483852878.29017764, 483852878.29017764]]
 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', 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]]
+       'asolute d_X_5'], dtype='<U59'), ['X_7', 'Core 5 state', 246503048.44622064, 246503048.44622064], ['X_0', 'frequency level of Little Socket', 185338041.39682832, 185338041.39682832], ['X_1', 'Core 0 state', 142944664.77740052, 142944664.77740052], ['X_9', 'Core 7 state', 122364297.14268036, 122364297.14268036], ['X_2', 'Core 1 state', -62188270.581818655, 62188270.581818655], ['X_6', 'Core 4 state', -64565898.18780776, 64565898.18780776], ['X_4', 'Core 3 state', -244693261.0900952, 244693261.0900952], ['X_5', 'frequency level of Big Socket', -276565385.3744161, 276565385.3744161], ['X_8', 'Core 6 state', -316474218.4838966, 316474218.4838966], ['X_3', 'Core 2 state', -483852878.29017764, 483852878.29017764]]
  --- 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', 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]
+ --- Actual line: ['X_7', 'Core 5 state', 246503048.44622064, 246503048.44622064]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', 185338041.39682832, 185338041.39682832]
+ --- Actual line: ['X_1', 'Core 0 state', 142944664.77740052, 142944664.77740052]
+ --- Actual line: ['X_9', 'Core 7 state', 122364297.14268036, 122364297.14268036]
+ --- Actual line: ['X_2', 'Core 1 state', -62188270.581818655, 62188270.581818655]
+ --- Actual line: ['X_6', 'Core 4 state', -64565898.18780776, 64565898.18780776]
+ --- Actual line: ['X_4', 'Core 3 state', -244693261.0900952, 244693261.0900952]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -276565385.3744161, 276565385.3744161]
+ --- Actual line: ['X_8', 'Core 6 state', -316474218.4838966, 316474218.4838966]
+ --- Actual line: ['X_3', 'Core 2 state', -483852878.29017764, 483852878.29017764]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['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]]
+ [['X_3', 'Core 2 state', -483852878.29017764, 483852878.29017764], ['X_8', 'Core 6 state', -316474218.4838966, 316474218.4838966], ['X_5', 'frequency level of Big Socket', -276565385.3744161, 276565385.3744161], ['X_7', 'Core 5 state', 246503048.44622064, 246503048.44622064], ['X_4', 'Core 3 state', -244693261.0900952, 244693261.0900952], ['X_0', 'frequency level of Little Socket', 185338041.39682832, 185338041.39682832], ['X_1', 'Core 0 state', 142944664.77740052, 142944664.77740052], ['X_9', 'Core 7 state', 122364297.14268036, 122364297.14268036], ['X_6', 'Core 4 state', -64565898.18780776, 64565898.18780776], ['X_2', 'Core 1 state', -62188270.581818655, 62188270.581818655]]
 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', -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]]
+       'asolute d_X_5'], dtype='<U59'), ['X_3', 'Core 2 state', -483852878.29017764, 483852878.29017764], ['X_8', 'Core 6 state', -316474218.4838966, 316474218.4838966], ['X_5', 'frequency level of Big Socket', -276565385.3744161, 276565385.3744161], ['X_7', 'Core 5 state', 246503048.44622064, 246503048.44622064], ['X_4', 'Core 3 state', -244693261.0900952, 244693261.0900952], ['X_0', 'frequency level of Little Socket', 185338041.39682832, 185338041.39682832], ['X_1', 'Core 0 state', 142944664.77740052, 142944664.77740052], ['X_9', 'Core 7 state', 122364297.14268036, 122364297.14268036], ['X_6', 'Core 4 state', -64565898.18780776, 64565898.18780776], ['X_2', 'Core 1 state', -62188270.581818655, 62188270.581818655]]
  --- 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', -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]
+ --- Actual line: ['X_3', 'Core 2 state', -483852878.29017764, 483852878.29017764]
+ --- Actual line: ['X_8', 'Core 6 state', -316474218.4838966, 316474218.4838966]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -276565385.3744161, 276565385.3744161]
+ --- Actual line: ['X_7', 'Core 5 state', 246503048.44622064, 246503048.44622064]
+ --- Actual line: ['X_4', 'Core 3 state', -244693261.0900952, 244693261.0900952]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', 185338041.39682832, 185338041.39682832]
+ --- Actual line: ['X_1', 'Core 0 state', 142944664.77740052, 142944664.77740052]
+ --- Actual line: ['X_9', 'Core 7 state', 122364297.14268036, 122364297.14268036]
+ --- Actual line: ['X_6', 'Core 4 state', -64565898.18780776, 64565898.18780776]
+ --- Actual line: ['X_2', 'Core 1 state', -62188270.581818655, 62188270.581818655]
 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  =  [ 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'], [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', 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_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_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_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', -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', -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', -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  =  [-3.20950307e+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'], [-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', -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', 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', 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', 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_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_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_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  =  [-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'], [-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', -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', 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', 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', 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', -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', -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', -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  =  [-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'], [-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', -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', 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', 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', 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_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_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_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: 19.704099893569946 seconds = 0.32840166489283246 mins
+d_X_0 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'>
diff --git 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
index 0452b9a83a17d5b2c38c92ce55fb7d1295c86fc8..4ea19236f9f4c5d56b05e7a4c904eb7e2ea294ff 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
@@ -1,16 +1,12 @@
 X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
 2.0,0.0,1.0,0.0,1.0,0.0,1.0,0.0,1.0,0.0,8236960890.90969
 2.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,6956231392.081026
-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
 1.0,0.0,0.0,1.0,1.0,2.0,0.0,0.0,1.0,0.0,7249844128.351241
 0.0,0.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.0,7650055845.407672
-2.0,1.0,1.0,0.0,1.0,0.0,1.0,0.0,1.0,0.0,9340120487.55429
 2.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,6806147312.252427
 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08333333333333333
 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08333333333333333
@@ -40,15 +36,6 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
 2.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,5326600510.288329
 2.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,4059018123.5159216
 0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,4062233415.93208
-0.0,1.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,5236095548.271565
-0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,3139835723.7949314
-2.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2075033200.5312083
-0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,2745412415.8531094
-0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,7043096708.760907
-1.0,1.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,1.0,8950387999.31977
-2.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,5363512027.675722
-0.0,0.0,1.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,9185604320.908272
-0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,0.0,4533975344.242078
 1.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,4153496621.1304984
 2.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,6443423519.784533
 2.0,1.0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,6519117311.516021
@@ -60,7 +47,6 @@ 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
@@ -76,95 +62,3 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
 1.0,0.0,1.0,1.0,0.0,0.0,1.0,0.0,0.0,1.0,7282684688.88371
 0.0,1.0,1.0,1.0,1.0,0.0,0.0,1.0,0.0,1.0,9080672696.233337
 1.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,2991522026.5766816
-0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,0.0,7849108733.703288
-1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0,0.0,11468876336.840899
-0.0,1.0,0.0,1.0,1.0,0.0,0.0,1.0,0.0,0.0,6807769026.0124855
-2.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,0.0,8336042547.16116
-0.0,0.0,1.0,0.0,1.0,2.0,0.0,1.0,1.0,0.0,7878296082.123358
-0.0,0.0,1.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,4093227346.033253
-0.0,1.0,1.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,6788174999.151478
-2.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,1.0,9607255399.277534
-0.0,1.0,0.0,1.0,1.0,2.0,1.0,1.0,1.0,0.0,10000990098.019703
-0.0,1.0,0.0,1.0,1.0,2.0,1.0,0.0,1.0,0.0,8871225293.637558
-0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,6657080470.788732
-0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,5194211570.625695
-0.0,0.0,0.0,1.0,1.0,2.0,1.0,0.0,0.0,0.0,6806981239.9597025
-1.0,0.0,0.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,4244013818.5089927
-2.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,3742206854.226074
-0.0,0.0,1.0,1.0,0.0,0.0,1.0,0.0,0.0,1.0,7487495881.877265
-0.0,1.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,0.0,8782098570.274353
-1.0,0.0,1.0,1.0,1.0,2.0,0.0,1.0,0.0,0.0,9750580159.519491
-0.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,5162462701.2069845
-1.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,4242843383.922169
-1.0,1.0,1.0,1.0,0.0,2.0,1.0,1.0,1.0,0.0,9571301409.852697
-1.0,0.0,0.0,1.0,0.0,1.0,1.0,1.0,1.0,0.0,8376542330.856669
-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
-1.0,1.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,0.0,10578920865.440357
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diff --git a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_duplicate.csv b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_duplicate.csv
index 06aa59e80b7d270004762fe46a8389fb00b5f2a8..b7b08b5f5e60b4c6ccdd07b0ac59c00906ea524a 100755
--- a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_duplicate.csv
+++ b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_duplicate.csv
@@ -1,20 +1,16 @@
 X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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@@ -33,18 +29,10 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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@@ -55,7 +43,6 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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 2.0,1.0,1.0,1.0,0.0,1.0,1.0,1.0,1.0,0.0,9229945635.620207
@@ -69,86 +56,4 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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diff --git 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 1d27e3f9f72c551ab61435301a806c6206e05364..edfb26184f3ac58cb6cf9faf1d2ae1ac56b0d41f 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
@@ -46,18 +46,6 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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diff --git 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
index 0452b9a83a17d5b2c38c92ce55fb7d1295c86fc8..4ea19236f9f4c5d56b05e7a4c904eb7e2ea294ff 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
@@ -1,16 +1,12 @@
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@@ -60,7 +47,6 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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@@ -76,95 +62,3 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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-1.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,1.0,9116518219.361662
-0.0,1.0,0.0,1.0,1.0,2.0,0.0,1.0,1.0,0.0,8886756067.432705
-0.0,1.0,0.0,1.0,1.0,2.0,1.0,0.0,1.0,0.0,8938627384.378855
-2.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,2117186259.461176
-0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,6254338947.644929
-0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,2780233650.836016
-0.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,0.0,0.0,9442424814.692413
-1.0,0.0,0.0,0.0,1.0,2.0,1.0,1.0,1.0,0.0,9147875405.936972
-0.0,1.0,0.0,1.0,1.0,0.0,0.0,1.0,0.0,0.0,6759862639.591164
-0.0,1.0,0.0,1.0,1.0,2.0,1.0,1.0,1.0,0.0,10558457958.332102
-2.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,3629843118.1804323
-0.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,1.0,8737821661.059898
-1.0,0.0,0.0,1.0,1.0,0.0,1.0,1.0,1.0,1.0,11525411226.672567
-1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,5281811027.365063
-2.0,0.0,1.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,8479966080.135679
diff --git a/kernel_ridge_linear_model/utils_functions.py b/kernel_ridge_linear_model/utils_functions.py
index 5213b092ffc3ddab2486873ca868a7df83a17e8d..07e4adbeefec30a0016f5278d40efbba9449bed1 100755
--- a/kernel_ridge_linear_model/utils_functions.py
+++ b/kernel_ridge_linear_model/utils_functions.py
@@ -5,6 +5,87 @@ import matplotlib.pyplot as plt
 # functions 
 #################################
 
+def setup_X_format_meaning_dictionnaries(phone_name):
+    if phone_name == "google_pixel_4a_5g" : 
+
+        base_Y__X_meaning_dictionnary = {"X_0" : "frequency level of Little Socket",
+                                    "X_1" : "Core 0 state", 
+                                    "X_2" : "Core 1 state", 
+                                    "X_3" : "Core 2 state", 
+                                    "X_4" : "Core 3 state", 
+                                    "X_5" : "Core 4 state",
+                                    "X_6" : "Core 5 state",  
+                                    "X_7" : "Medium Socket or core 6 frequency",
+                                    "X_8" : "Big Socket or core 7 frequency"} 
+
+
+        base_Y_N_on_little__X_meaning_dictionnary = {"X_0" : "frequency level of Little Socket",
+                                    "X_1" : "Number of little cores active",  
+                                    "X_2" : "frequency level of Medium Socket or core 6",
+                                    "X_3" : "frequency level of Big Socket or core 7"} 
+        
+        base_Y_F__X_meaning_dictionnary = {"X_0" : "Little Socket frequency is freed",
+                                    "X_1" : "frequency level of Little Socket",
+                                    "X_2" : "Core 0 state", 
+                                    "X_3" : "Core 1 state", 
+                                    "X_4" : "Core 2 state", 
+                                    "X_5" : "Core 3 state", 
+                                    "X_6" : "Core 4 state",
+                                    "X_7" : "Core 5 state",  
+                                    "X_8" : "Medium Socket frequency is freed",
+                                    "X_9" : "Medium Socket or core 6 frequency",
+                                    "X_10" : "Big Socket frequency is freed",
+                                    "X_X11" : "Big Socket or core 7 frequency"} 
+
+
+        base_Y_F_N_on_little__X_meaning_dictionnary = {"X_0" : "Little Socket frequency is freed",
+                                    "X_1" : "frequency level of Little Socket",
+                                    "X_2" : "Number of little cores active",  
+                                    "X_3" : "Medium Socket frequency is freed",
+                                    "X_4" : "frequency level of Medium Socket or core 6",
+                                    "X_5" : "Big Socket frequency is freed",
+                                    "X_6" : "frequency level of Big Socket or core 7"} 
+
+    elif phone_name == "samsung_galaxy_s8" :
+
+        base_Y__X_meaning_dictionnary = {"X_0" : "frequency level of Little Socket",
+                                    "X_1" : "Core 0 state", 
+                                    "X_2" : "Core 1 state", 
+                                    "X_3" : "Core 2 state", 
+                                    "X_4" : "Core 3 state",
+                                    "X_5" : "frequency level of Big Socket",
+                                    "X_6" : "Core 4 state",  
+                                    "X_7" : "Core 5 state", 
+                                    "X_8" : "Core 6 state", 
+                                    "X_9" : "Core 7 state",} 
+
+        base_Y_N_on_little__X_meaning_dictionnary = {"X_0" : "frequency level of Little Socket",
+                                    "X_1" : "Number of little cores active",  
+                                    "X_2" :"frequency level of Big Socket",
+                                    "X_3" : "Number of Big cores active"} 
+
+        base_Y_F__X_meaning_dictionnary = {"X_0" : "Little Socket frequency is freed",
+                                    "X_1" : "frequency level of Little Socket",
+                                    "X_2" : "Core 0 state", 
+                                    "X_3" : "Core 1 state", 
+                                    "X_4" : "Core 2 state", 
+                                    "X_5" : "Core 3 state",
+                                    "X_6" : "Big Socket frequency is freed",
+                                    "X_7" : "frequency level of Big Socket",
+                                    "X_8" : "Core 4 state",  
+                                    "X_9" : "Core 5 state", 
+                                    "X_10" : "Core 6 state", 
+                                    "X_11" : "Core 7 state",} 
+
+        base_Y_N_on_little__X_meaning_dictionnary = {"X_0" : "Little Socket frequency is freed",
+                                    "X_1" : "frequency level of Little Socket",
+                                    "X_1" : "Number of little cores active",  
+                                    "X_0" : "Big Socket frequency is freed",
+                                    "X_2" :"frequency level of Big Socket",
+                                    "X_3" : "Number of Big cores active"} 
+    return base_Y__X_meaning_dictionnary, base_Y_N_on_little__X_meaning_dictionnary, base_Y_F__X_meaning_dictionnary, base_Y_N_on_little__X_meaning_dictionnary
+
+
 def convert_from_configuration_to_base_Y(configuration,  format="google_pixel_4a_5g_format"): # or  can be"samsung_galaxy_s8_format"?
     # convert a configuration to base  Y 
     # return the result as a numpy array